From 66957b5b5ff4d5250144511df6f847545ef62a9a Mon Sep 17 00:00:00 2001
From: Sampreet Kalita <9553215+Sampreet@users.noreply.github.com>
Date: Mon, 14 Oct 2024 23:33:41 +0530
Subject: [PATCH] Update CI and README

---
 .github/workflows/python-tox.yml |  4 ++--
 LICENSE.txt => LICENSE           |  0
 README.md                        | 12 +++++++-----
 pyproject.toml                   |  2 +-
 4 files changed, 10 insertions(+), 8 deletions(-)
 rename LICENSE.txt => LICENSE (100%)

diff --git a/.github/workflows/python-tox.yml b/.github/workflows/python-tox.yml
index fe8dca2..333cd2b 100644
--- a/.github/workflows/python-tox.yml
+++ b/.github/workflows/python-tox.yml
@@ -13,7 +13,7 @@ jobs:
       matrix:
         os: [
           ubuntu-latest,
-          macos-12,
+          macos-latest,
           windows-latest,
         ]
 
@@ -29,7 +29,7 @@ jobs:
       - name: Install package
         run: pip install -e .
 
-  tox:
+  test:
 
     runs-on: ubuntu-latest
     strategy:
diff --git a/LICENSE.txt b/LICENSE
similarity index 100%
rename from LICENSE.txt
rename to LICENSE
diff --git a/README.md b/README.md
index bdf2bd7..18e6153 100644
--- a/README.md
+++ b/README.md
@@ -30,7 +30,7 @@ The toolbox primarily relies on `gymnasium` (for single environments) and `stabl
 All of its dependencies can be installed using:
 
 ```bash
-conda install "numpy<2.0.0" scipy matplotlib tqdm gymnasium stable-baselines3
+conda install "numpy<2.0.0" scipy matplotlib tqdm pillow pandas gymnasium stable-baselines3
 ```
 
 Additionally, to avail the PyTorch or JAX backends, the latest version of these framework (for both CPU and GPU) should be installed (preferably in different `conda` environments) using in their official documentations: [PyTorch docs](https://pytorch.org/get-started/locally/) and [JAX docs](https://jax.readthedocs.io/en/latest/installation.html).
@@ -43,14 +43,16 @@ pip install torchdiffeq
 or,
 
 ```bash
+pip install jax
 pip install diffrax
 ```
 
+To install JAX with GPU support, use `jax[cuda12]`.
+
 ***Note: JAX-GPU support for Windows and MacOS is still limited but it runs well in WSL2.***
 
-Finally, to install the latest version of `quantrl` locally, download the repository as `.zip` and extract the contents, or clone the repository.
-Now, execute the following from *outside* the top-level directory, `ROOT_DIR`, inside which `setup.py` is located as:
+Finally, to install the latest version of `quantrl`, execute:
 
 ```bash
-pip install -e ROOT_DIR
-```
\ No newline at end of file
+pip install git+https://github.com/sampreet/quantrl.git
+```
diff --git a/pyproject.toml b/pyproject.toml
index 7c799c5..247c3cf 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -19,7 +19,7 @@ keywords = [
     "python3",
 ]
 readme = "README.md"
-license = {file = "LICENSE.txt"}
+license = {file = "LICENSE"}
 requires-python = ">=3.10"
 dependencies = [
     "numpy<2.0.0",