diff --git a/.github/install_colab_deps.py b/.github/install_colab_deps.py
new file mode 100755
index 00000000..f040b35d
--- /dev/null
+++ b/.github/install_colab_deps.py
@@ -0,0 +1,40 @@
+# coding=utf-8
+# Copyright 2024 The Perch Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Installs Colab dependencies for CI testing."""
+
+from typing import Sequence
+
+from absl import app
+import requests
+
+
+REQS_FILE = 'https://raw.githubusercontent.com/googlecolab/backend-info/main/pip-freeze.txt'
+COLAB_REQS_FILE = '/tmp/colab_reqs.txt'
+
+
+def main(unused_argv: Sequence[str]) -> None:
+  got = requests.get(REQS_FILE)
+  requirements_str = str(got.content, 'utf8')
+  # Skip the file:// lines, which we do not have access to.
+  lines = [
+      ln + '\n' for ln in requirements_str.split('\n') if 'file://' not in ln
+  ]
+  with open(COLAB_REQS_FILE, 'w') as f:
+    f.writelines(lines)
+
+
+if __name__ == '__main__':
+  app.run(main)
diff --git a/chirp/inference/tests/bootstrap_test.py b/chirp/inference/tests/bootstrap_test.py
index b362d50a..28522208 100644
--- a/chirp/inference/tests/bootstrap_test.py
+++ b/chirp/inference/tests/bootstrap_test.py
@@ -16,6 +16,7 @@
 """Tests for project state handling."""
 
 import os
+import shutil
 import tempfile
 
 from chirp import audio_utils
@@ -33,12 +34,21 @@
 
 class BootstrapTest(absltest.TestCase):
 
+  def setUp(self):
+    super().setUp()
+    # `self.create_tempdir()` raises an UnparsedFlagAccessError, which is why
+    # we use `tempdir` directly.
+    self.tempdir = tempfile.mkdtemp()
+
+  def tearDown(self):
+    super().tearDown()
+    shutil.rmtree(self.tempdir)
+
   def make_wav_files(self, classes, filenames):
     # Create a pile of files.
     rng = np.random.default_rng(seed=42)
-    tmpdir = self.create_tempdir()
     for subdir in classes:
-      subdir_path = os.path.join(tmpdir.full_path, subdir)
+      subdir_path = os.path.join(self.tempdir, subdir)
       os.mkdir(subdir_path)
       for filename in filenames:
         with open(
@@ -46,7 +56,7 @@ def make_wav_files(self, classes, filenames):
         ) as f:
           noise = rng.normal(scale=0.2, size=16000)
           wavfile.write(f, 16000, noise)
-    audio_glob = os.path.join(tmpdir.full_path, '*/*.wav')
+    audio_glob = os.path.join(self.tempdir, '*/*.wav')
     return audio_glob
 
   def write_placeholder_embeddings(self, audio_glob, source_infos, embed_dir):
@@ -129,15 +139,16 @@ def test_bootstrap_from_embeddings(self):
     source_infos = embed_lib.create_source_infos([audio_glob], shard_len_s=5.0)
     self.assertLen(source_infos, len(classes) * len(filenames))
 
-    embed_dir = self.create_tempdir()
-    labeled_dir = self.create_tempdir()
-    self.write_placeholder_embeddings(
-        audio_glob, source_infos, embed_dir.full_path
-    )
+    embed_dir = os.path.join(self.tempdir, 'embeddings')
+    labeled_dir = os.path.join(self.tempdir, 'labeled')
+    epath.Path(embed_dir).mkdir(parents=True, exist_ok=True)
+    epath.Path(labeled_dir).mkdir(parents=True, exist_ok=True)
+
+    self.write_placeholder_embeddings(audio_glob, source_infos, embed_dir)
 
     bootstrap_config = bootstrap.BootstrapConfig.load_from_embedding_path(
-        embeddings_path=embed_dir.full_path,
-        annotated_path=labeled_dir.full_path,
+        embeddings_path=embed_dir,
+        annotated_path=labeled_dir,
     )
     print('config hash : ', bootstrap_config.embedding_config_hash())
 
diff --git a/chirp/inference/tests/embed_test.py b/chirp/inference/tests/embed_test.py
index fac351cb..0d32e976 100644
--- a/chirp/inference/tests/embed_test.py
+++ b/chirp/inference/tests/embed_test.py
@@ -18,6 +18,7 @@
 import os
 import tempfile
 
+from absl import logging
 import apache_beam as beam
 from apache_beam.testing import test_pipeline
 from chirp import audio_utils
@@ -339,7 +340,12 @@ def test_logits_output_head(self):
     logits_model = _make_output_head_model(
         '/tmp/logits_model', embedding_dim=128
     )
-    base_outputs = base_model.embed(np.zeros(5 * 22050))
+    base_outputs = base_model.embed(np.zeros(5 * 22050, dtype=np.float32))
+    logging.warning('Keras model: ', logits_model.logits_model)
+    logging.warning(
+        'logits model output: ',
+        logits_model.logits_model(np.zeros([1, 128], dtype=np.float32)),
+    )
     updated_outputs = logits_model.add_logits(base_outputs, keep_original=True)
     self.assertSequenceEqual(
         updated_outputs.logits['other_label'].shape,
@@ -350,6 +356,8 @@ def test_logits_output_head(self):
 
     # Save and restore the model.
     with tempfile.TemporaryDirectory() as logits_model_dir:
+      # Explicitly call 'predict' so that Keras records the model graph.
+      logits_model.logits_model.predict(np.zeros([1, 128], dtype=np.float32))
       logits_model.save_model(logits_model_dir, '')
       restored_model = interface.LogitsOutputHead.from_config_file(
           logits_model_dir
diff --git a/poetry.lock b/poetry.lock
index f0a4bd7f..86d748db 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -13,87 +13,87 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.9.3"
+version = "3.9.5"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -156,36 +156,36 @@ trio = ["trio (>=0.23)"]
 
 [[package]]
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 [package.dependencies]
@@ -198,7 +198,7 @@ fasteners = ">=0.3,<1.0"
 google-api-core = {version = ">=2.0.0,<3", optional = true, markers = "extra == \"gcp\""}
 google-apitools = {version = ">=0.5.31,<0.5.32", optional = true, markers = "extra == \"gcp\""}
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-google-auth-httplib2 = {version = ">=0.1.0,<0.2.0", optional = true, markers = "extra == \"gcp\""}
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 google-cloud-aiplatform = {version = ">=1.26.0,<2.0", optional = true, markers = "extra == \"gcp\""}
 google-cloud-bigquery = {version = ">=2.0.0,<4", optional = true, markers = "extra == \"gcp\""}
 google-cloud-bigquery-storage = {version = ">=2.6.3,<3", optional = true, markers = "extra == \"gcp\""}
@@ -214,10 +214,10 @@ google-cloud-spanner = {version = ">=3.0.0,<4", optional = true, markers = "extr
 google-cloud-storage = {version = ">=2.14.0,<3", optional = true, markers = "extra == \"gcp\""}
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 google-cloud-vision = {version = ">=2,<4", optional = true, markers = "extra == \"gcp\""}
-grpcio = ">=1.33.1,<1.48.0 || >1.48.0,<2"
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 hdfs = ">=2.1.0,<3.0.0"
 httplib2 = ">=0.8,<0.23.0"
-js2py = ">=0.74,<1"
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 jsonpickle = ">=3.0.0,<4.0.0"
 jsonschema = ">=4.0.0,<5.0.0"
 numpy = ">=1.14.3,<1.27.0"
@@ -232,6 +232,7 @@ pydot = ">=1.2.0,<2"
 pymongo = ">=3.8.0,<5.0.0"
 python-dateutil = ">=2.8.0,<3"
 pytz = ">=2018.3"
+redis = ">=5.0.0,<6"
 regex = ">=2020.6.8"
 requests = ">=2.24.0,<3.0.0"
 typing-extensions = ">=3.7.0"
@@ -243,10 +244,10 @@ azure = ["azure-core (>=1.7.0,<2)", "azure-identity (>=1.12.0,<2)", "azure-stora
 dask = ["dask (>=2022.6)", "distributed (>=2022.6)"]
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 [[package]]
@@ -503,13 +504,13 @@ test = ["tox"]
 
 [[package]]
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+version = "2.15.0"
 description = "Internationalization utilities"
 optional = false
-python-versions = ">=3.7"
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 [package.extras]
 bokeh = ["bokeh", "selenium"]
 docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
-mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.6.1)", "types-Pillow"]
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 test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
 test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
 
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-[[package]]
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-description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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-
 [[package]]
 name = "dill"
 version = "0.3.1.1"
@@ -1161,7 +1145,7 @@ fsspec = {version = "*", optional = true, markers = "extra == \"epath\""}
 importlib_resources = {version = "*", optional = true, markers = "extra == \"epath\""}
 numpy = {version = "*", optional = true, markers = "extra == \"enp\""}
 tqdm = {version = "*", optional = true, markers = "extra == \"etqdm\""}
-typing_extensions = {version = "*", optional = true, markers = "extra == \"epy\""}
+typing_extensions = {version = "*", optional = true, markers = "extra == \"epath\""}
 zipp = {version = "*", optional = true, markers = "extra == \"epath\""}
 
 [package.extras]
@@ -1186,13 +1170,13 @@ lazy-imports = ["etils[ecolab]"]
 
 [[package]]
 name = "exceptiongroup"
-version = "1.2.0"
+version = "1.2.1"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
@@ -1200,13 +1184,13 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "execnet"
-version = "2.0.2"
+version = "2.1.1"
 description = "execnet: rapid multi-Python deployment"
 optional = false
-python-versions = ">=3.7"
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 files = [
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+version = "0.8.3"
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 [package.dependencies]
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 ]
 
 [package.extras]
@@ -1571,13 +1555,13 @@ gcsfuse = ["fusepy"]
 
 [[package]]
 name = "google-api-core"
-version = "2.18.0"
+version = "2.19.0"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-api-core-2.18.0.tar.gz", hash = "sha256:62d97417bfc674d6cef251e5c4d639a9655e00c45528c4364fbfebb478ce72a9"},
-    {file = "google_api_core-2.18.0-py3-none-any.whl", hash = "sha256:5a63aa102e0049abe85b5b88cb9409234c1f70afcda21ce1e40b285b9629c1d6"},
+    {file = "google-api-core-2.19.0.tar.gz", hash = "sha256:cf1b7c2694047886d2af1128a03ae99e391108a08804f87cfd35970e49c9cd10"},
+    {file = "google_api_core-2.19.0-py3-none-any.whl", hash = "sha256:8661eec4078c35428fd3f69a2c7ee29e342896b70f01d1a1cbcb334372dd6251"},
 ]
 
 [package.dependencies]
@@ -1646,13 +1630,13 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
 [[package]]
 name = "google-auth-httplib2"
-version = "0.1.1"
+version = "0.2.0"
 description = "Google Authentication Library: httplib2 transport"
 optional = false
 python-versions = "*"
 files = [
-    {file = "google-auth-httplib2-0.1.1.tar.gz", hash = "sha256:c64bc555fdc6dd788ea62ecf7bccffcf497bf77244887a3f3d7a5a02f8e3fc29"},
-    {file = "google_auth_httplib2-0.1.1-py2.py3-none-any.whl", hash = "sha256:42c50900b8e4dcdf8222364d1f0efe32b8421fb6ed72f2613f12f75cc933478c"},
+    {file = "google-auth-httplib2-0.2.0.tar.gz", hash = "sha256:38aa7badf48f974f1eb9861794e9c0cb2a0511a4ec0679b1f886d108f5640e05"},
+    {file = "google_auth_httplib2-0.2.0-py2.py3-none-any.whl", hash = "sha256:b65a0a2123300dd71281a7bf6e64d65a0759287df52729bdd1ae2e47dc311a3d"},
 ]
 
 [package.dependencies]
@@ -1679,13 +1663,13 @@ tool = ["click (>=6.0.0)"]
 
 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.46.0"
+version = "1.51.0"
 description = "Vertex AI API client library"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "google-cloud-aiplatform-1.46.0.tar.gz", hash = "sha256:9eeefcd34dbad2a1ade830d025154189d257e8dcfea45771dcac6e34a2783782"},
-    {file = "google_cloud_aiplatform-1.46.0-py2.py3-none-any.whl", hash = "sha256:a30a64f8bcefa0646340cf57abca192bb9ca9c456a47b842651a9564bba0534a"},
+    {file = "google-cloud-aiplatform-1.51.0.tar.gz", hash = "sha256:901993b4d14392452699c14cf23d72c01c5488ee36a7e00b23195e64d7d2f5ec"},
+    {file = "google_cloud_aiplatform-1.51.0-py2.py3-none-any.whl", hash = "sha256:f2d3ff231454fe397f02fce1358680dea76ed7c74fc42e6c7e1aa1acb1648df3"},
 ]
 
 [package.dependencies]
@@ -1704,31 +1688,35 @@ shapely = "<3.0.0dev"
 [package.extras]
 autologging = ["mlflow (>=1.27.0,<=2.1.1)"]
 cloud-profiler = ["tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "werkzeug (>=2.0.0,<2.1.0dev)"]
-datasets = ["pyarrow (>=10.0.1)", "pyarrow (>=3.0.0,<8.0dev)"]
+datasets = ["pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)"]
 endpoint = ["requests (>=2.28.1)"]
-full = ["cloudpickle (<3.0)", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<0.103.1)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-cloud-logging (<4.0)", "google-vizier (>=0.1.6)", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=10.0.1)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pyyaml (==5.3.1)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "requests (>=2.28.1)", "starlette (>=0.17.1)", "tensorflow (>=2.3.0,<2.15.0)", "tensorflow (>=2.3.0,<3.0.0dev)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)"]
+full = ["cloudpickle (<3.0)", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.109.1)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-cloud-logging (<4.0)", "google-vizier (>=0.1.6)", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "nest-asyncio (>=1.0.0,<1.6.0)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "requests (>=2.28.1)", "starlette (>=0.17.1)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)"]
+langchain = ["langchain (>=0.1.16,<0.2)", "langchain-core (<0.2)", "langchain-google-vertexai (<2)"]
+langchain-testing = ["absl-py", "cloudpickle (>=2.2.1,<3.0)", "langchain (>=0.1.16,<0.2)", "langchain-core (<0.2)", "langchain-google-vertexai (<2)", "pydantic (>=2.6.3,<3)", "pytest-xdist"]
 lit = ["explainable-ai-sdk (>=1.0.0)", "lit-nlp (==0.4.0)", "pandas (>=1.0.0)", "tensorflow (>=2.3.0,<3.0.0dev)"]
 metadata = ["numpy (>=1.15.0)", "pandas (>=1.0.0)"]
-pipelines = ["pyyaml (==5.3.1)"]
-prediction = ["docker (>=5.0.3)", "fastapi (>=0.71.0,<0.103.1)", "httpx (>=0.23.0,<0.25.0)", "starlette (>=0.17.1)", "uvicorn[standard] (>=0.16.0)"]
+pipelines = ["pyyaml (>=5.3.1,<7)"]
+prediction = ["docker (>=5.0.3)", "fastapi (>=0.71.0,<=0.109.1)", "httpx (>=0.23.0,<0.25.0)", "starlette (>=0.17.1)", "uvicorn[standard] (>=0.16.0)"]
 preview = ["cloudpickle (<3.0)", "google-cloud-logging (<4.0)"]
 private-endpoints = ["requests (>=2.28.1)", "urllib3 (>=1.21.1,<1.27)"]
+rapid-evaluation = ["nest-asyncio (>=1.0.0,<1.6.0)", "pandas (>=1.0.0,<2.2.0)"]
 ray = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=6.0.1)", "pydantic (<2)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)"]
 ray-testing = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pytest-xdist", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "ray[train] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "scikit-learn", "tensorflow", "torch (>=2.0.0,<2.1.0)", "xgboost", "xgboost-ray"]
-tensorboard = ["tensorflow (>=2.3.0,<2.15.0)"]
-testing = ["bigframes", "cloudpickle (<3.0)", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<0.103.1)", "google-api-core (>=2.11,<3.0.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-cloud-logging (<4.0)", "google-vizier (>=0.1.6)", "grpcio-testing", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "ipython", "kfp (>=2.6.0,<3.0.0)", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=10.0.1)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pyfakefs", "pytest-asyncio", "pytest-xdist", "pyyaml (==5.3.1)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "requests (>=2.28.1)", "requests-toolbelt (<1.0.0)", "scikit-learn", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (==2.13.0)", "tensorflow (>=2.3.0,<2.15.0)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "torch (>=2.0.0,<2.1.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)", "xgboost", "xgboost-ray"]
+reasoningengine = ["cloudpickle (>=2.2.1,<3.0)", "pydantic (>=2.6.3,<3)"]
+tensorboard = ["tensorflow (>=2.3.0,<3.0.0dev)"]
+testing = ["bigframes", "cloudpickle (<3.0)", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.109.1)", "google-api-core (>=2.11,<3.0.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-cloud-logging (<4.0)", "google-vizier (>=0.1.6)", "grpcio-testing", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "ipython", "kfp (>=2.6.0,<3.0.0)", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "nest-asyncio (>=1.0.0,<1.6.0)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pyfakefs", "pytest-asyncio", "pytest-xdist", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "requests (>=2.28.1)", "requests-toolbelt (<1.0.0)", "scikit-learn", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (==2.13.0)", "tensorflow (==2.16.1)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "torch (>=2.0.0,<2.1.0)", "torch (>=2.2.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)", "xgboost"]
 vizier = ["google-vizier (>=0.1.6)"]
 xai = ["tensorflow (>=2.3.0,<3.0.0dev)"]
 
 [[package]]
 name = "google-cloud-bigquery"
-version = "3.20.1"
+version = "3.22.0"
 description = "Google BigQuery API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-bigquery-3.20.1.tar.gz", hash = "sha256:318aa3abab5f1900ee24f63ba8bd02b9cdafaa942d738b4dc14a4ef2cc2d925f"},
-    {file = "google_cloud_bigquery-3.20.1-py2.py3-none-any.whl", hash = "sha256:d3e62fe61138c658b8853c402e2d8fb9346c84e602e21e3a26584be10fc5b0a4"},
+    {file = "google-cloud-bigquery-3.22.0.tar.gz", hash = "sha256:957591e6f948d7cb4aa0f7a8e4e47b4617cd7f0269e28a71c37953c39b6e8a4c"},
+    {file = "google_cloud_bigquery-3.22.0-py2.py3-none-any.whl", hash = "sha256:80c8e31a23b68b7d3ae5d138c9a9edff69d100ee812db73a5e63c79a13a5063d"},
 ]
 
 [package.dependencies]
@@ -1753,17 +1741,18 @@ tqdm = ["tqdm (>=4.7.4,<5.0.0dev)"]
 
 [[package]]
 name = "google-cloud-bigquery-storage"
-version = "2.24.0"
+version = "2.25.0"
 description = "Google Cloud Bigquery Storage API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-bigquery-storage-2.24.0.tar.gz", hash = "sha256:b4af5b9aacd8396b8407d1b877601a376d8eea6d192823a8a7881bd2fdc076ce"},
-    {file = "google_cloud_bigquery_storage-2.24.0-py2.py3-none-any.whl", hash = "sha256:7981eb2758cba56603058d11bb1eeeebf2e1c18097a7118a894510a16e02be52"},
+    {file = "google-cloud-bigquery-storage-2.25.0.tar.gz", hash = "sha256:195ffd2b180e9eaa22beab3e40a0b61ecd146ecb32667cf42269a8d7111b4d48"},
+    {file = "google_cloud_bigquery_storage-2.25.0-py2.py3-none-any.whl", hash = "sha256:01109a66d1d23745d8d9c30852a0a137e8238faac1b3b02dec0d8e319ca231cb"},
 ]
 
 [package.dependencies]
 google-api-core = {version = ">=1.34.0,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
+google-auth = ">=2.14.1,<3.0.0dev"
 proto-plus = [
     {version = ">=1.22.0,<2.0.0dev", markers = "python_version < \"3.11\""},
     {version = ">=1.22.2,<2.0.0dev", markers = "python_version >= \"3.11\""},
@@ -1777,13 +1766,13 @@ pyarrow = ["pyarrow (>=0.15.0)"]
 
 [[package]]
 name = "google-cloud-bigtable"
-version = "2.23.0"
+version = "2.23.1"
 description = "Google Cloud Bigtable API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-bigtable-2.23.0.tar.gz", hash = "sha256:c3cabb6619f5f2eea11b3db72731e84d28b168055c9cc17c2d2daff15cb82379"},
-    {file = "google_cloud_bigtable-2.23.0-py2.py3-none-any.whl", hash = "sha256:d89ed580733865007ae89639b7d961024a2385aa8c2828cf3aff3f5889782402"},
+    {file = "google-cloud-bigtable-2.23.1.tar.gz", hash = "sha256:1475a22bfce163b5c42cdf4eef5ec05323eea335855294f9ce4e23faa224f028"},
+    {file = "google_cloud_bigtable-2.23.1-py2.py3-none-any.whl", hash = "sha256:8a08f00b5401ae00452e01ab9ce31a04938ad4d5c899c65c13b039e9f59b2744"},
 ]
 
 [package.dependencies]
@@ -1842,13 +1831,13 @@ libcst = ["libcst (>=0.2.5)"]
 
 [[package]]
 name = "google-cloud-dlp"
-version = "3.16.0"
+version = "3.17.0"
 description = "Google Cloud Dlp API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-dlp-3.16.0.tar.gz", hash = "sha256:0d69a1f7a5ef88756c99e56b8af4c39eae40d2106883f0e2794c5cb3642696d5"},
-    {file = "google_cloud_dlp-3.16.0-py2.py3-none-any.whl", hash = "sha256:0a1a008cb95a31f29e19dc7a822c4fd27b28dc941164e7bd6034170fd486e55b"},
+    {file = "google-cloud-dlp-3.17.0.tar.gz", hash = "sha256:60c504063f1cd79e0a03963f726d606f2a43c647d8e27702ab9c1bca6e6b4bdb"},
+    {file = "google_cloud_dlp-3.17.0-py2.py3-none-any.whl", hash = "sha256:f30d02e8d11e7d6c066cca59157a0a585450dafd0dea353c2914a02a1799b49b"},
 ]
 
 [package.dependencies]
@@ -1876,13 +1865,13 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4
 
 [[package]]
 name = "google-cloud-pubsub"
-version = "2.21.0"
+version = "2.21.1"
 description = "Google Cloud Pub/Sub API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-pubsub-2.21.0.tar.gz", hash = "sha256:94017f0bc9a85fa3f4d913f312e930a0fe21775bd68dde5c666e2f1b1addf811"},
-    {file = "google_cloud_pubsub-2.21.0-py2.py3-none-any.whl", hash = "sha256:fabd19e08faa1f70081b0e5ea003a3c031a1d2c1b798cf1be5ded2dbf1d1dbef"},
+    {file = "google-cloud-pubsub-2.21.1.tar.gz", hash = "sha256:31fcf07444b7f813a616c4b650e1fbf1dc998a088fe0059a76164855ac17f05c"},
+    {file = "google_cloud_pubsub-2.21.1-py2.py3-none-any.whl", hash = "sha256:55a3602ec45bc09626604d712032288a8ee3566145cb83523cff908938f69a4b"},
 ]
 
 [package.dependencies]
@@ -1902,13 +1891,13 @@ libcst = ["libcst (>=0.3.10)"]
 
 [[package]]
 name = "google-cloud-pubsublite"
-version = "1.9.0"
+version = "1.10.0"
 description = "Google Cloud Pubsublite API client library"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "google-cloud-pubsublite-1.9.0.tar.gz", hash = "sha256:fd4578b9ed0eaa49e0fe8a6165bc22cdb60bcbbcc84980b2cc9c4193930cd30f"},
-    {file = "google_cloud_pubsublite-1.9.0-py2.py3-none-any.whl", hash = "sha256:18c9e8ddfb13457dd727e324d48c7962b0a175783550a02d0a0f86b5d17dc460"},
+    {file = "google-cloud-pubsublite-1.10.0.tar.gz", hash = "sha256:d951f927aadbe31f6845e4bce8709cd3ae8ee5de9f137898a705a561816d4725"},
+    {file = "google_cloud_pubsublite-1.10.0-py2.py3-none-any.whl", hash = "sha256:1f90d27fa56ccdd5ab10bf375248645202a0efd1f2809ca072971aa044f54036"},
 ]
 
 [package.dependencies]
@@ -1955,17 +1944,16 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4
 
 [[package]]
 name = "google-cloud-spanner"
-version = "3.44.0"
+version = "3.46.0"
 description = "Google Cloud Spanner API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-spanner-3.44.0.tar.gz", hash = "sha256:353cc0b06fd4567d81c4fc14c44fd99d7aa4080f4bc21983468ab72ddb2d2c8a"},
-    {file = "google_cloud_spanner-3.44.0-py2.py3-none-any.whl", hash = "sha256:5b7f19b1afdd472276df2b80f877c3bc13da3b945daf44b9d07f42fb2f4caba3"},
+    {file = "google-cloud-spanner-3.46.0.tar.gz", hash = "sha256:b0987f54ba9e55b8a6800bc8daf74d16fbc5094e90f83ad0178027f20820d06f"},
+    {file = "google_cloud_spanner-3.46.0-py2.py3-none-any.whl", hash = "sha256:8680a29c90c519194ec7bc5732cae17c2435f147fba4220efc731632e9ba9230"},
 ]
 
 [package.dependencies]
-deprecated = ">=1.2.14"
 google-api-core = {version = ">=1.34.0,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
 google-cloud-core = ">=1.4.4,<3.0dev"
 grpc-google-iam-v1 = ">=0.12.4,<1.0.0dev"
@@ -2203,84 +2191,76 @@ testing = ["protobuf (>=4.21.9)"]
 
 [[package]]
 name = "grpcio"
-version = "1.62.1"
+version = "1.63.0"
 description = "HTTP/2-based RPC framework"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+]
+
+[package.extras]
+protobuf = ["grpcio-tools (>=1.63.0)"]
 
 [[package]]
 name = "grpcio-status"
-version = "1.62.1"
+version = "1.62.2"
 description = "Status proto mapping for gRPC"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
 googleapis-common-protos = ">=1.5.5"
-grpcio = ">=1.62.1"
+grpcio = ">=1.62.2"
 protobuf = ">=4.21.6"
 
 [[package]]
@@ -2296,36 +2276,32 @@ files = [
 
 [[package]]
 name = "h5py"
-version = "3.10.0"
+version = "3.11.0"
 description = "Read and write HDF5 files from Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2412,24 +2388,24 @@ socks = ["socksio (==1.*)"]
 
 [[package]]
 name = "idna"
-version = "3.6"
+version = "3.7"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
 files = [
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-    {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
+    {file = "idna-3.7-py3-none-any.whl", hash = "sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0"},
+    {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
 ]
 
 [[package]]
 name = "imageio"
-version = "2.34.0"
+version = "2.34.1"
 description = "Library for reading and writing a wide range of image, video, scientific, and volumetric data formats."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "imageio-2.34.1-py3-none-any.whl", hash = "sha256:408c1d4d62f72c9e8347e7d1ca9bc11d8673328af3913868db3b828e28b40a4c"},
+    {file = "imageio-2.34.1.tar.gz", hash = "sha256:f13eb76e4922f936ac4a7fec77ce8a783e63b93543d4ea3e40793a6cabd9ac7d"},
 ]
 
 [package.dependencies]
@@ -2544,13 +2520,13 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio
 
 [[package]]
 name = "ipython"
-version = "8.23.0"
+version = "8.24.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.10"
 files = [
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+    {file = "ipython-8.24.0-py3-none-any.whl", hash = "sha256:d7bf2f6c4314984e3e02393213bab8703cf163ede39672ce5918c51fe253a2a3"},
+    {file = "ipython-8.24.0.tar.gz", hash = "sha256:010db3f8a728a578bb641fdd06c063b9fb8e96a9464c63aec6310fbcb5e80501"},
 ]
 
 [package.dependencies]
@@ -2564,7 +2540,7 @@ prompt-toolkit = ">=3.0.41,<3.1.0"
 pygments = ">=2.4.0"
 stack-data = "*"
 traitlets = ">=5.13.0"
-typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
+typing-extensions = {version = ">=4.6", markers = "python_version < \"3.12\""}
 
 [package.extras]
 all = ["ipython[black,doc,kernel,matplotlib,nbconvert,nbformat,notebook,parallel,qtconsole]", "ipython[test,test-extra]"]
@@ -2577,7 +2553,7 @@ nbformat = ["nbformat"]
 notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
-test = ["pickleshare", "pytest (<8)", "pytest-asyncio (<0.22)", "testpath"]
+test = ["pickleshare", "pytest", "pytest-asyncio (<0.22)", "testpath"]
 test-extra = ["curio", "ipython[test]", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.23)", "pandas", "trio"]
 
 [[package]]
@@ -2645,17 +2621,17 @@ colors = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "jax"
-version = "0.4.25"
+version = "0.4.28"
 description = "Differentiate, compile, and transform Numpy code."
 optional = false
 python-versions = ">=3.9"
 files = [
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+    {file = "jax-0.4.28-py3-none-any.whl", hash = "sha256:6a181e6b5a5b1140e19cdd2d5c4aa779e4cb4ec627757b918be322d8e81035ba"},
+    {file = "jax-0.4.28.tar.gz", hash = "sha256:dcf0a44aff2e1713f0a2b369281cd5b79d8c18fc1018905c4125897cb06b37e9"},
 ]
 
 [package.dependencies]
-jaxlib = {version = "0.4.25", optional = true, markers = "extra == \"cpu\""}
+jaxlib = {version = "0.4.28", optional = true, markers = "extra == \"cpu\""}
 ml-dtypes = ">=0.2.0"
 numpy = [
     {version = ">=1.22", markers = "python_version < \"3.11\""},
@@ -2666,45 +2642,43 @@ scipy = ">=1.9"
 
 [package.extras]
 australis = ["protobuf (>=3.13,<4)"]
-ci = ["jaxlib (==0.4.24)"]
-cpu = ["jaxlib (==0.4.25)"]
-cuda = ["jaxlib (==0.4.25+cuda11.cudnn86)"]
-cuda11-cudnn86 = ["jaxlib (==0.4.25+cuda11.cudnn86)"]
-cuda11-local = ["jaxlib (==0.4.25+cuda11.cudnn86)"]
-cuda11-pip = ["jaxlib (==0.4.25+cuda11.cudnn86)", "nvidia-cublas-cu11 (>=11.11)", "nvidia-cuda-cupti-cu11 (>=11.8)", "nvidia-cuda-nvcc-cu11 (>=11.8)", "nvidia-cuda-runtime-cu11 (>=11.8)", "nvidia-cudnn-cu11 (>=8.8)", "nvidia-cufft-cu11 (>=10.9)", "nvidia-cusolver-cu11 (>=11.4)", "nvidia-cusparse-cu11 (>=11.7)", "nvidia-nccl-cu11 (>=2.18.3)"]
-cuda12 = ["jax-cuda12-plugin (==0.4.25)", "jaxlib (==0.4.25)", "nvidia-cublas-cu12 (>=12.3.4.1)", "nvidia-cuda-cupti-cu12 (>=12.3.101)", "nvidia-cuda-nvcc-cu12 (>=12.3.107)", "nvidia-cuda-runtime-cu12 (>=12.3.101)", "nvidia-cudnn-cu12 (>=8.9.7.29)", "nvidia-cufft-cu12 (>=11.0.12.1)", "nvidia-cusolver-cu12 (>=11.5.4.101)", "nvidia-cusparse-cu12 (>=12.2.0.103)", "nvidia-nccl-cu12 (>=2.19.3)", "nvidia-nvjitlink-cu12 (>=12.3.101)"]
-cuda12-local = ["jaxlib (==0.4.25+cuda12.cudnn89)"]
-cuda12-pip = ["jaxlib (==0.4.25+cuda12.cudnn89)", "nvidia-cublas-cu12 (>=12.3.4.1)", "nvidia-cuda-cupti-cu12 (>=12.3.101)", "nvidia-cuda-nvcc-cu12 (>=12.3.107)", "nvidia-cuda-runtime-cu12 (>=12.3.101)", "nvidia-cudnn-cu12 (>=8.9.7.29)", "nvidia-cufft-cu12 (>=11.0.12.1)", "nvidia-cusolver-cu12 (>=11.5.4.101)", "nvidia-cusparse-cu12 (>=12.2.0.103)", "nvidia-nccl-cu12 (>=2.19.3)", "nvidia-nvjitlink-cu12 (>=12.3.101)"]
-minimum-jaxlib = ["jaxlib (==0.4.20)"]
-tpu = ["jaxlib (==0.4.25)", "libtpu-nightly (==0.1.dev20240224)", "requests"]
+ci = ["jaxlib (==0.4.27)"]
+cpu = ["jaxlib (==0.4.28)"]
+cuda = ["jaxlib (==0.4.28+cuda12.cudnn89)"]
+cuda12 = ["jax-cuda12-plugin (==0.4.28)", "jaxlib (==0.4.28)", "nvidia-cublas-cu12 (>=12.1.3.1)", "nvidia-cuda-cupti-cu12 (>=12.1.105)", "nvidia-cuda-nvcc-cu12 (>=12.1.105)", "nvidia-cuda-runtime-cu12 (>=12.1.105)", "nvidia-cudnn-cu12 (>=8.9.2.26,<9.0)", "nvidia-cufft-cu12 (>=11.0.2.54)", "nvidia-cusolver-cu12 (>=11.4.5.107)", "nvidia-cusparse-cu12 (>=12.1.0.106)", "nvidia-nccl-cu12 (>=2.18.1)", "nvidia-nvjitlink-cu12 (>=12.1.105)"]
+cuda12-cudnn89 = ["jaxlib (==0.4.28+cuda12.cudnn89)"]
+cuda12-local = ["jaxlib (==0.4.28+cuda12.cudnn89)"]
+cuda12-pip = ["jaxlib (==0.4.28+cuda12.cudnn89)", "nvidia-cublas-cu12 (>=12.1.3.1)", "nvidia-cuda-cupti-cu12 (>=12.1.105)", "nvidia-cuda-nvcc-cu12 (>=12.1.105)", "nvidia-cuda-runtime-cu12 (>=12.1.105)", "nvidia-cudnn-cu12 (>=8.9.2.26,<9.0)", "nvidia-cufft-cu12 (>=11.0.2.54)", "nvidia-cusolver-cu12 (>=11.4.5.107)", "nvidia-cusparse-cu12 (>=12.1.0.106)", "nvidia-nccl-cu12 (>=2.18.1)", "nvidia-nvjitlink-cu12 (>=12.1.105)"]
+minimum-jaxlib = ["jaxlib (==0.4.27)"]
+tpu = ["jaxlib (==0.4.28)", "libtpu-nightly (==0.1.dev20240508)", "requests"]
 
 [[package]]
 name = "jaxlib"
-version = "0.4.25"
+version = "0.4.28"
 description = "XLA library for JAX"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -2713,8 +2687,7 @@ numpy = ">=1.22"
 scipy = ">=1.9"
 
 [package.extras]
-cuda11-pip = ["nvidia-cublas-cu11 (>=11.11)", "nvidia-cuda-cupti-cu11 (>=11.8)", "nvidia-cuda-nvcc-cu11 (>=11.8)", "nvidia-cuda-runtime-cu11 (>=11.8)", "nvidia-cudnn-cu11 (>=8.8)", "nvidia-cufft-cu11 (>=10.9)", "nvidia-cusolver-cu11 (>=11.4)", "nvidia-cusparse-cu11 (>=11.7)"]
-cuda12-pip = ["nvidia-cublas-cu12", "nvidia-cuda-cupti-cu12", "nvidia-cuda-nvcc-cu12", "nvidia-cuda-runtime-cu12", "nvidia-cudnn-cu12 (>=8.9)", "nvidia-cufft-cu12", "nvidia-cusolver-cu12", "nvidia-cusparse-cu12"]
+cuda12-pip = ["nvidia-cublas-cu12 (>=12.1.3.1)", "nvidia-cuda-cupti-cu12 (>=12.1.105)", "nvidia-cuda-nvcc-cu12 (>=12.1.105)", "nvidia-cuda-runtime-cu12 (>=12.1.105)", "nvidia-cudnn-cu12 (>=8.9.2.26,<9.0)", "nvidia-cufft-cu12 (>=11.0.2.54)", "nvidia-cusolver-cu12 (>=11.4.5.107)", "nvidia-cusparse-cu12 (>=12.1.0.106)", "nvidia-nccl-cu12 (>=2.18.1)", "nvidia-nvjitlink-cu12 (>=12.1.105)"]
 
 [[package]]
 name = "jedi"
@@ -2737,13 +2710,13 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
 [[package]]
 name = "jinja2"
-version = "3.1.3"
+version = "3.1.4"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"},
-    {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"},
+    {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"},
+    {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"},
 ]
 
 [package.dependencies]
@@ -2754,13 +2727,13 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "joblib"
-version = "1.3.2"
+version = "1.4.2"
 description = "Lightweight pipelining with Python functions"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "joblib-1.3.2-py3-none-any.whl", hash = "sha256:ef4331c65f239985f3f2220ecc87db222f08fd22097a3dd5698f693875f8cbb9"},
-    {file = "joblib-1.3.2.tar.gz", hash = "sha256:92f865e621e17784e7955080b6d042489e3b8e294949cc44c6eac304f59772b1"},
+    {file = "joblib-1.4.2-py3-none-any.whl", hash = "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6"},
+    {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"},
 ]
 
 [[package]]
@@ -2781,29 +2754,30 @@ tzlocal = ">=1.2"
 
 [[package]]
 name = "json5"
-version = "0.9.24"
+version = "0.9.25"
 description = "A Python implementation of the JSON5 data format."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "json5-0.9.24-py3-none-any.whl", hash = "sha256:4ca101fd5c7cb47960c055ef8f4d0e31e15a7c6c48c3b6f1473fc83b6c462a13"},
-    {file = "json5-0.9.24.tar.gz", hash = "sha256:0c638399421da959a20952782800e5c1a78c14e08e1dc9738fa10d8ec14d58c8"},
+    {file = "json5-0.9.25-py3-none-any.whl", hash = "sha256:34ed7d834b1341a86987ed52f3f76cd8ee184394906b6e22a1e0deb9ab294e8f"},
+    {file = "json5-0.9.25.tar.gz", hash = "sha256:548e41b9be043f9426776f05df8635a00fe06104ea51ed24b67f908856e151ae"},
 ]
 
 [[package]]
 name = "jsonpickle"
-version = "3.0.3"
-description = "Python library for serializing any arbitrary object graph into JSON"
+version = "3.0.4"
+description = "Serialize any Python object to JSON"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "jsonpickle-3.0.3-py3-none-any.whl", hash = "sha256:e8d6dcc58f6722bea0321cd328fbda81c582461185688a535df02be0f699afb4"},
-    {file = "jsonpickle-3.0.3.tar.gz", hash = "sha256:5691f44495327858ab3a95b9c440a79b41e35421be1a6e09a47b6c9b9421fd06"},
+    {file = "jsonpickle-3.0.4-py3-none-any.whl", hash = "sha256:04ae7567a14269579e3af66b76bda284587458d7e8a204951ca8f71a3309952e"},
+    {file = "jsonpickle-3.0.4.tar.gz", hash = "sha256:a1b14c8d6221cd8f394f2a97e735ea1d7edc927fbd135b26f2f8700657c8c62b"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "rst.linker (>=1.9)", "sphinx"]
-testing = ["ecdsa", "feedparser", "gmpy2", "numpy", "pandas", "pymongo", "pytest (>=3.5,!=3.7.3)", "pytest-checkdocs (>=1.2.3)", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-ruff", "scikit-learn", "simplejson", "sqlalchemy", "ujson"]
+docs = ["furo", "rst.linker (>=1.9)", "sphinx"]
+packaging = ["build", "twine"]
+testing = ["bson", "ecdsa", "feedparser", "gmpy2", "numpy", "pandas", "pymongo", "pytest (>=3.5,!=3.7.3)", "pytest-benchmark", "pytest-benchmark[histogram]", "pytest-checkdocs (>=1.2.3)", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-ruff (>=0.2.1)", "scikit-learn", "scipy", "scipy (>=1.9.3)", "simplejson", "sqlalchemy", "ujson"]
 
 [[package]]
 name = "jsonpointer"
@@ -2818,13 +2792,13 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.21.1"
+version = "4.22.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jsonschema-4.21.1-py3-none-any.whl", hash = "sha256:7996507afae316306f9e2290407761157c6f78002dcf7419acb99822143d1c6f"},
-    {file = "jsonschema-4.21.1.tar.gz", hash = "sha256:85727c00279f5fa6bedbe6238d2aa6403bedd8b4864ab11207d07df3cc1b2ee5"},
+    {file = "jsonschema-4.22.0-py3-none-any.whl", hash = "sha256:ff4cfd6b1367a40e7bc6411caec72effadd3db0bbe5017de188f2d6108335802"},
+    {file = "jsonschema-4.22.0.tar.gz", hash = "sha256:5b22d434a45935119af990552c862e5d6d564e8f6601206b305a61fdf661a2b7"},
 ]
 
 [package.dependencies]
@@ -2972,13 +2946,13 @@ test = ["click", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "p
 
 [[package]]
 name = "jupyter-lsp"
-version = "2.2.4"
+version = "2.2.5"
 description = "Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter-lsp-2.2.4.tar.gz", hash = "sha256:5e50033149344065348e688608f3c6d654ef06d9856b67655bd7b6bac9ee2d59"},
-    {file = "jupyter_lsp-2.2.4-py3-none-any.whl", hash = "sha256:da61cb63a16b6dff5eac55c2699cc36eac975645adee02c41bdfc03bf4802e77"},
+    {file = "jupyter-lsp-2.2.5.tar.gz", hash = "sha256:793147a05ad446f809fd53ef1cd19a9f5256fd0a2d6b7ce943a982cb4f545001"},
+    {file = "jupyter_lsp-2.2.5-py3-none-any.whl", hash = "sha256:45fbddbd505f3fbfb0b6cb2f1bc5e15e83ab7c79cd6e89416b248cb3c00c11da"},
 ]
 
 [package.dependencies]
@@ -2986,39 +2960,39 @@ jupyter-server = ">=1.1.2"
 
 [[package]]
 name = "jupyter-server"
-version = "2.13.0"
+version = "2.14.0"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_server-2.13.0-py3-none-any.whl", hash = "sha256:77b2b49c3831fbbfbdb5048cef4350d12946191f833a24e5f83e5f8f4803e97b"},
-    {file = "jupyter_server-2.13.0.tar.gz", hash = "sha256:c80bfb049ea20053c3d9641c2add4848b38073bf79f1729cea1faed32fc1c78e"},
+    {file = "jupyter_server-2.14.0-py3-none-any.whl", hash = "sha256:fb6be52c713e80e004fac34b35a0990d6d36ba06fd0a2b2ed82b899143a64210"},
+    {file = "jupyter_server-2.14.0.tar.gz", hash = "sha256:659154cea512083434fd7c93b7fe0897af7a2fd0b9dd4749282b42eaac4ae677"},
 ]
 
 [package.dependencies]
 anyio = ">=3.1.0"
-argon2-cffi = "*"
-jinja2 = "*"
+argon2-cffi = ">=21.1"
+jinja2 = ">=3.0.3"
 jupyter-client = ">=7.4.4"
 jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 jupyter-events = ">=0.9.0"
-jupyter-server-terminals = "*"
+jupyter-server-terminals = ">=0.4.4"
 nbconvert = ">=6.4.4"
 nbformat = ">=5.3.0"
-overrides = "*"
-packaging = "*"
-prometheus-client = "*"
-pywinpty = {version = "*", markers = "os_name == \"nt\""}
+overrides = ">=5.0"
+packaging = ">=22.0"
+prometheus-client = ">=0.9"
+pywinpty = {version = ">=2.0.1", markers = "os_name == \"nt\""}
 pyzmq = ">=24"
 send2trash = ">=1.8.2"
 terminado = ">=0.8.3"
 tornado = ">=6.2.0"
 traitlets = ">=5.6.0"
-websocket-client = "*"
+websocket-client = ">=1.7"
 
 [package.extras]
 docs = ["ipykernel", "jinja2", "jupyter-client", "jupyter-server", "myst-parser", "nbformat", "prometheus-client", "pydata-sphinx-theme", "send2trash", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-openapi (>=0.8.0)", "sphinxcontrib-spelling", "sphinxemoji", "tornado", "typing-extensions"]
-test = ["flaky", "ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-scripts", "pytest-jupyter[server] (>=0.7)", "pytest-timeout", "requests"]
+test = ["flaky", "ipykernel", "pre-commit", "pytest (>=7.0,<9)", "pytest-console-scripts", "pytest-jupyter[server] (>=0.7)", "pytest-timeout", "requests"]
 
 [[package]]
 name = "jupyter-server-terminals"
@@ -3041,27 +3015,27 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>
 
 [[package]]
 name = "jupyterlab"
-version = "4.1.5"
+version = "4.1.8"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
 async-lru = ">=1.0.0"
 httpx = ">=0.25.0"
-ipykernel = "*"
+ipykernel = ">=6.5.0"
 jinja2 = ">=3.0.3"
 jupyter-core = "*"
 jupyter-lsp = ">=2.0.0"
 jupyter-server = ">=2.4.0,<3"
-jupyterlab-server = ">=2.19.0,<3"
+jupyterlab-server = ">=2.27.1,<3"
 notebook-shim = ">=0.2"
 packaging = "*"
-tomli = {version = "*", markers = "python_version < \"3.11\""}
+tomli = {version = ">=1.2.2", markers = "python_version < \"3.11\""}
 tornado = ">=6.2.0"
 traitlets = "*"
 
@@ -3070,6 +3044,7 @@ dev = ["build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov",
 docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-jupyter", "sphinx (>=1.8,<7.3.0)", "sphinx-copybutton"]
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+upgrade-extension = ["copier (>=8.0,<9.0)", "jinja2-time (<0.3)", "pydantic (<2.0)", "pyyaml-include (<2.0)", "tomli-w (<2.0)"]
 
 [[package]]
 name = "jupyterlab-pygments"
@@ -3084,13 +3059,13 @@ files = [
 
 [[package]]
 name = "jupyterlab-server"
-version = "2.25.4"
+version = "2.27.1"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3253,17 +3228,21 @@ files = [
 
 [[package]]
 name = "lazy-loader"
-version = "0.3"
-description = "lazy_loader"
+version = "0.4"
+description = "Makes it easy to load subpackages and functions on demand."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
+[package.dependencies]
+packaging = "*"
+
 [package.extras]
-lint = ["pre-commit (>=3.3)"]
+dev = ["changelist (==0.5)"]
+lint = ["pre-commit (==3.7.0)"]
 test = ["pytest (>=7.4)", "pytest-cov (>=4.1)"]
 
 [[package]]
@@ -3332,13 +3311,13 @@ files = [
 
 [[package]]
 name = "librosa"
-version = "0.10.1"
+version = "0.10.2"
 description = "Python module for audio and music processing"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -3349,7 +3328,7 @@ lazy-loader = ">=0.1"
 msgpack = ">=1.0"
 numba = ">=0.51.0"
 numpy = ">=1.20.3,<1.22.0 || >1.22.0,<1.22.1 || >1.22.1,<1.22.2 || >1.22.2"
-pooch = ">=1.0"
+pooch = ">=1.1"
 scikit-learn = ">=0.20.0"
 scipy = ">=1.2.0"
 soundfile = ">=0.12.1"
@@ -3358,7 +3337,7 @@ typing-extensions = ">=4.1.1"
 
 [package.extras]
 display = ["matplotlib (>=3.3.0)"]
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+docs = ["ipython (>=7.0)", "matplotlib (>=3.3.0)", "mir-eval (>=0.5)", "numba (>=0.51)", "numpydoc", "presets", "sphinx (!=1.3.1)", "sphinx-copybutton (>=0.5.2)", "sphinx-gallery (>=0.7)", "sphinx-multiversion (>=0.2.3)", "sphinx-rtd-theme (>=1.2.0)", "sphinxcontrib-svg2pdfconverter"]
 tests = ["matplotlib (>=3.3.0)", "packaging (>=20.0)", "pytest", "pytest-cov", "pytest-mpl", "resampy (>=0.2.2)", "samplerate", "types-decorator"]
 
 [[package]]
@@ -3504,39 +3483,39 @@ files = [
 
 [[package]]
 name = "matplotlib"
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+version = "3.8.4"
 description = "Python plotting package"
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 python-versions = ">=3.9"
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+    {file = "matplotlib-3.8.4.tar.gz", hash = "sha256:8aac397d5e9ec158960e31c381c5ffc52ddd52bd9a47717e2a694038167dffea"},
 ]
 
 [package.dependencies]
@@ -3544,7 +3523,7 @@ contourpy = ">=1.0.1"
 cycler = ">=0.10"
 fonttools = ">=4.22.0"
 kiwisolver = ">=1.3.1"
-numpy = ">=1.21,<2"
+numpy = ">=1.21"
 packaging = ">=20.0"
 pillow = ">=8"
 pyparsing = ">=2.3.1"
@@ -3552,13 +3531,13 @@ python-dateutil = ">=2.7"
 
 [[package]]
 name = "matplotlib-inline"
-version = "0.1.6"
+version = "0.1.7"
 description = "Inline Matplotlib backend for Jupyter"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 files = [
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-    {file = "matplotlib_inline-0.1.6-py3-none-any.whl", hash = "sha256:f1f41aab5328aa5aaea9b16d083b128102f8712542f819fe7e6a420ff581b311"},
+    {file = "matplotlib_inline-0.1.7-py3-none-any.whl", hash = "sha256:df192d39a4ff8f21b1895d72e6a13f5fcc5099f00fa84384e0ea28c2cc0653ca"},
+    {file = "matplotlib_inline-0.1.7.tar.gz", hash = "sha256:8423b23ec666be3d16e16b60bdd8ac4e86e840ebd1dd11a30b9f117f2fa0ab90"},
 ]
 
 [package.dependencies]
@@ -3847,13 +3826,13 @@ test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=
 
 [[package]]
 name = "nbconvert"
-version = "7.16.3"
+version = "7.16.4"
 description = "Converting Jupyter Notebooks (.ipynb files) to other formats.  Output formats include asciidoc, html, latex, markdown, pdf, py, rst, script.  nbconvert can be used both as a Python library (`import nbconvert`) or as a command line tool (invoked as `jupyter nbconvert ...`)."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3874,9 +3853,9 @@ tinycss2 = "*"
 traitlets = ">=5.1"
 
 [package.extras]
-all = ["nbconvert[docs,qtpdf,serve,test,webpdf]"]
+all = ["flaky", "ipykernel", "ipython", "ipywidgets (>=7.5)", "myst-parser", "nbsphinx (>=0.2.12)", "playwright", "pydata-sphinx-theme", "pyqtwebengine (>=5.15)", "pytest (>=7)", "sphinx (==5.0.2)", "sphinxcontrib-spelling", "tornado (>=6.1)"]
 docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sphinx-theme", "sphinx (==5.0.2)", "sphinxcontrib-spelling"]
-qtpdf = ["nbconvert[qtpng]"]
+qtpdf = ["pyqtwebengine (>=5.15)"]
 qtpng = ["pyqtwebengine (>=5.15)"]
 serve = ["tornado (>=6.1)"]
 test = ["flaky", "ipykernel", "ipywidgets (>=7.5)", "pytest (>=7)"]
@@ -3884,19 +3863,19 @@ webpdf = ["playwright"]
 
 [[package]]
 name = "nbformat"
-version = "5.10.3"
+version = "5.10.4"
 description = "The Jupyter Notebook format"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "nbformat-5.10.3.tar.gz", hash = "sha256:60ed5e910ef7c6264b87d644f276b1b49e24011930deef54605188ddeb211685"},
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 ]
 
 [package.dependencies]
-fastjsonschema = "*"
+fastjsonschema = ">=2.15"
 jsonschema = ">=2.6"
-jupyter-core = "*"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 traitlets = ">=5.1"
 
 [package.extras]
@@ -3916,13 +3895,13 @@ files = [
 
 [[package]]
 name = "notebook"
-version = "7.1.2"
+version = "7.1.3"
 description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -4107,7 +4086,8 @@ develop = false
 [package.dependencies]
 absl-py = ">=0.7.1"
 chex = ">=0.1.86"
-jax = ">=0.1.55"
+etils = {version = "*", extras = ["epy"]}
+jax = ">=0.4.26"
 jaxlib = ">=0.1.37"
 numpy = ">=1.18.0"
 
@@ -4121,7 +4101,7 @@ test = ["dm-tree (>=0.1.7)", "flax (>=0.5.3)"]
 type = "git"
 url = "https://github.com/google-deepmind/optax.git"
 reference = "main"
-resolved_reference = "b8ecdea3e0d947ca60b71573fc905037458105fe"
+resolved_reference = "8a3ee74de2d58e027c5df91a4d797b3c64a012cd"
 
 [[package]]
 name = "optree"
@@ -4185,13 +4165,13 @@ torch = ["torch"]
 
 [[package]]
 name = "orbax-checkpoint"
-version = "0.5.7"
+version = "0.5.11"
 description = "Orbax Checkpoint"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -4208,66 +4188,61 @@ tensorstore = ">=0.1.51"
 typing_extensions = "*"
 
 [package.extras]
-testing = ["flax", "pytest", "pytest-xdist"]
+testing = ["flax", "google-cloud-logging", "mock", "pytest", "pytest-xdist"]
 
 [[package]]
 name = "orjson"
-version = "3.10.0"
+version = "3.10.3"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = false
 python-versions = ">=3.8"
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-    {version = ">=1.23.2,<2", markers = "python_version == \"3.11\""},
+    {version = ">=1.22.4", markers = "python_version < \"3.11\""},
+    {version = ">=1.23.2", markers = "python_version == \"3.11\""},
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 python-dateutil = ">=2.8.2"
@@ -4407,18 +4382,18 @@ files = [
 
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-version = "0.8.3"
+version = "0.8.4"
 description = "A Python Parser"
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 python-versions = ">=3.6"
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+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+testing = ["docopt", "pytest"]
 
 [[package]]
 name = "pexpect"
@@ -4522,28 +4497,29 @@ xmp = ["defusedxml"]
 
 [[package]]
 name = "platformdirs"
-version = "4.2.0"
-description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
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+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
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 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"]
+type = ["mypy (>=1.8)"]
 
 [[package]]
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+version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
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 [package.extras]
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+version = "2.7.1"
 description = "Data validation using Python type hints"
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 typing-extensions = ">=4.6.1"
 
 [package.extras]
@@ -4821,90 +4797,90 @@ email = ["email-validator (>=2.0.0)"]
 
 [[package]]
 name = "pydantic-core"
-version = "2.16.3"
-description = ""
+version = "2.18.2"
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 ]
 
 [package.dependencies]
 dnspython = ">=1.16.0,<3.0.0"
 
 [package.extras]
-aws = ["pymongo-auth-aws (<2.0.0)"]
-encryption = ["certifi", "pymongo[aws]", "pymongocrypt (>=1.6.0,<2.0.0)"]
+aws = ["pymongo-auth-aws (>=1.1.0,<2.0.0)"]
+encryption = ["certifi", "pymongo-auth-aws (>=1.1.0,<2.0.0)", "pymongocrypt (>=1.6.0,<2.0.0)"]
 gssapi = ["pykerberos", "winkerberos (>=0.5.0)"]
 ocsp = ["certifi", "cryptography (>=2.5)", "pyopenssl (>=17.2.0)", "requests (<3.0.0)", "service-identity (>=18.1.0)"]
 snappy = ["python-snappy"]
@@ -5146,13 +5099,13 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
-version = "8.1.1"
+version = "8.2.0"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -5160,11 +5113,11 @@ colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
-pluggy = ">=1.4,<2.0"
+pluggy = ">=1.5,<2.0"
 tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "pytest-shard"
@@ -5182,18 +5135,18 @@ pytest = "*"
 
 [[package]]
 name = "pytest-xdist"
-version = "3.5.0"
+version = "3.6.1"
 description = "pytest xdist plugin for distributed testing, most importantly across multiple CPUs"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-execnet = ">=1.1"
-pytest = ">=6.2.0"
+execnet = ">=2.1"
+pytest = ">=7.0.0"
 
 [package.extras]
 psutil = ["psutil (>=3.0)"]
@@ -5336,104 +5289,99 @@ files = [
 
 [[package]]
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 [package.dependencies]
@@ -5516,15 +5464,33 @@ html = ["html5lib (>=1.0,<2.0)"]
 lxml = ["lxml (>=4.3.0,<5.0.0)"]
 networkx = ["networkx (>=2.0.0,<3.0.0)"]
 
+[[package]]
+name = "redis"
+version = "5.0.4"
+description = "Python client for Redis database and key-value store"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+async-timeout = {version = ">=4.0.3", markers = "python_full_version < \"3.11.3\""}
+
+[package.extras]
+hiredis = ["hiredis (>=1.0.0)"]
+ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"]
+
 [[package]]
 name = "referencing"
-version = "0.34.0"
+version = "0.35.1"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -5533,104 +5499,90 @@ rpds-py = ">=0.7.0"
 
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 name = "regex"
-version = "2023.12.25"
+version = "2024.5.10"
 description = "Alternative regular expression module, to replace re."
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 [[package]]
@@ -5717,110 +5669,110 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
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 url = "https://github.com/google-research/scenic.git"
 reference = "HEAD"
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 [package.extras]
 docs = ["matplotlib", "numpydoc (==1.1.*)", "sphinx", "sphinx-book-theme", "sphinx-remove-toctrees"]
@@ -6179,19 +6131,18 @@ pandas = ["pandas (>=1.3.5)"]
 
 [[package]]
 name = "sqlparse"
-version = "0.4.4"
+version = "0.5.0"
 description = "A non-validating SQL parser."
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
-dev = ["build", "flake8"]
+dev = ["build", "hatch"]
 doc = ["sphinx"]
-test = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "stack-data"
@@ -6301,6 +6252,31 @@ wrapt = ">=1.11.0"
 [package.extras]
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+[[package]]
+name = "tensorflow-addons"
+version = "0.23.0"
+description = "TensorFlow Addons."
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+python-versions = "*"
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+
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+
 [[package]]
 name = "tensorflow-datasets"
 version = "4.9.4"
@@ -6383,17 +6359,18 @@ youtube-vis = ["pycocotools"]
 
 [[package]]
 name = "tensorflow-hub"
-version = "0.14.0"
+version = "0.16.1"
 description = "TensorFlow Hub is a library to foster the publication, discovery, and consumption of reusable parts of machine learning models."
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
 numpy = ">=1.12.0"
 protobuf = ">=3.19.6"
+tf-keras = ">=2.14.1"
 
 [[package]]
 name = "tensorflow-io"
@@ -6478,30 +6455,45 @@ absl-py = ">=0.9,<2.0.0"
 googleapis-common-protos = ">=1.52.0,<2"
 protobuf = ">=3.20.3,<5"
 
+[[package]]
+name = "tensorflow-metadata"
+version = "1.15.0"
+description = "Library and standards for schema and statistics."
+optional = false
+python-versions = "<4,>=3.9"
+files = [
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+googleapis-common-protos = {version = ">=1.56.4,<2", markers = "python_version >= \"3.11\""}
+protobuf = {version = ">=4.25.2,<5", markers = "python_version >= \"3.11\""}
+
 [[package]]
 name = "tensorstore"
-version = "0.1.56"
+version = "0.1.59"
 description = "Read and write large, multi-dimensional arrays"
 optional = false
 python-versions = ">=3.9"
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 [package.dependencies]
@@ -6543,26 +6535,40 @@ docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
 test = ["pre-commit", "pytest (>=7.0)", "pytest-timeout"]
 typing = ["mypy (>=1.6,<2.0)", "traitlets (>=5.11.1)"]
 
+[[package]]
+name = "tf-keras"
+version = "2.16.0"
+description = "Deep learning for humans."
+optional = false
+python-versions = ">=3.9"
+files = [
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+]
+
+[package.dependencies]
+tensorflow = ">=2.16,<2.17"
+
 [[package]]
 name = "threadpoolctl"
-version = "3.4.0"
+version = "3.5.0"
 description = "threadpoolctl"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "tinycss2"
-version = "1.2.1"
+version = "1.3.0"
 description = "A tiny CSS parser"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -6570,7 +6576,7 @@ webencodings = ">=0.4"
 
 [package.extras]
 doc = ["sphinx", "sphinx_rtd_theme"]
-test = ["flake8", "isort", "pytest"]
+test = ["pytest", "ruff"]
 
 [[package]]
 name = "toml"
@@ -6596,13 +6602,13 @@ files = [
 
 [[package]]
 name = "tomlkit"
-version = "0.12.4"
+version = "0.12.5"
 description = "Style preserving TOML library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
@@ -6638,13 +6644,13 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.66.2"
+version = "4.66.4"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -6658,18 +6664,33 @@ telegram = ["requests"]
 
 [[package]]
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+version = "5.14.3"
 description = "Traitlets Python configuration system"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.extras]
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+
+[[package]]
+name = "typeguard"
+version = "2.13.3"
+description = "Run-time type checker for Python"
+optional = false
+python-versions = ">=3.5.3"
+files = [
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+[package.extras]
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+test = ["mypy", "pytest", "typing-extensions"]
 
 [[package]]
 name = "types-python-dateutil"
@@ -6684,13 +6705,13 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.10.0"
+version = "4.11.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
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 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -6791,29 +6812,29 @@ files = [
 
 [[package]]
 name = "websocket-client"
-version = "1.7.0"
+version = "1.8.0"
 description = "WebSocket client for Python with low level API options"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.extras]
-docs = ["Sphinx (>=6.0)", "sphinx-rtd-theme (>=1.1.0)"]
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 optional = ["python-socks", "wsaccel"]
 test = ["websockets"]
 
 [[package]]
 name = "werkzeug"
-version = "3.0.2"
+version = "3.0.3"
 description = "The comprehensive WSGI web application library."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -6849,85 +6870,81 @@ files = [
 
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+version = "1.16.0"
 description = "Module for decorators, wrappers and monkey patching."
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 ]
 
 [[package]]
@@ -7128,4 +7145,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.12"
-content-hash = "692e9f9253487b47af1077b3ebaaa1626c8e9c44e31ae10c8d6c75a8f217a092"
+content-hash = "5e9bed705b12b2c96462b66bf258b8c65a3f6847f262e6fb318993eb3397fb31"
diff --git a/pyproject.toml b/pyproject.toml
index 9b194162..d06cc85f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,7 +22,7 @@ tensorflow = "^2.15"
 pandas = {version = "^2.1.1", extras=["gcp"]}
 etils = {version = "^1.5.0", extras = ["epath"]}
 SPARQLWrapper = "^2.0.0"
-tensorflow-hub = "^0.14.0"
+tensorflow-hub = "^0.16.0"
 imageio = "^2.5.0"
 matplotlib = "^3.6.1"
 notebook = "^7.0.4"