Update docs (#493)

WenjieDu · Aug 14, 2024 · f5ab63e · f5ab63e
1 parent cc4b435
commit f5ab63e
Show file tree

Hide file tree

Showing 6 changed files with 19 additions and 26 deletions.
diff --git a/.github/workflows/testing_ci.yml b/.github/workflows/testing_ci.yml
@@ -84,6 +84,7 @@ jobs:
 
             - name: Submit the report
               uses: coverallsapp/github-action@master
+              continue-on-error: true
               with:
                   github-token: ${{ secrets.GITHUB_TOKEN }}
                   path-to-lcov: "coverage.lcov"
diff --git a/.github/workflows/testing_daily.yml b/.github/workflows/testing_daily.yml
@@ -62,6 +62,7 @@ jobs:
 
             - name: Submit the report
               uses: coverallsapp/github-action@master
+              continue-on-error: true
               with:
                   github-token: ${{ secrets.GITHUB_TOKEN }}
                   path-to-lcov: 'coverage.lcov'
diff --git a/README.md b/README.md
@@ -58,6 +58,9 @@
    <a href="https://github.com/WenjieDu/PyPOTS/blob/main/README.md">
         <img alt="README in English" src="https://pypots.com/figs/pypots_logos/readme/US.svg">
     </a>
+    <a href="https://github.com/WenjieDu/PyPOTS">
+        <img alt="PyPOTS Hits" src="https://hits.seeyoufarm.com/api/count/incr/badge.svg?url=https%3A%2F%2Fgithub.com%2FPyPOTS%2FPyPOTS&count_bg=%23009A0A&title_bg=%23555555&icon=&icon_color=%23E7E7E7&title=Hits&edge_flat=false">
+    </a>
 </p>
 
 ⦿ `Motivation`: Due to all kinds of reasons like failure of collection sensors, communication error,
@@ -391,11 +394,3 @@ PyPOTS community is open, transparent, and surely friendly. Let's work together
 [^35]: Bai, S., Kolter, J. Z., & Koltun, V. (2018). [An empirical evaluation of generic convolutional and recurrent networks for sequence modeling](https://arxiv.org/abs/1803.01271). *arXiv 2018*.
 [^36]: Project Gungnir, the world 1st LLM for time-series multitask modeling, will meet you soon. 🚀 Missing values and variable lengths in your datasets?
        Hard to perform multitask learning with your time series? Not problems no longer. We'll open application for public beta test recently ;-) Follow us, and stay tuned!
-
-<details>
-<summary>🏠 Visits</summary>
-<a href="https://github.com/WenjieDu/PyPOTS">
-    <img alt="PyPOTS visits" align="left" src="https://hits.seeyoufarm.com/api/count/incr/badge.svg?url=https%3A%2F%2Fgithub.com%2FPyPOTS%2FPyPOTS&count_bg=%23009A0A&title_bg=%23555555&icon=&icon_color=%23E7E7E7&title=Visits%20since%20May%202022&edge_flat=false">
-</a>
-</details>
-<br>
diff --git a/README_zh.md b/README_zh.md
@@ -58,6 +58,9 @@
     <a href="https://github.com/WenjieDu/PyPOTS/blob/main/README_zh.md">
         <img alt="README in Chinese" src="https://pypots.com/figs/pypots_logos/readme/CN.svg">
     </a>
+    <a href="https://github.com/WenjieDu/PyPOTS">
+        <img alt="PyPOTS Hits" src="https://hits.seeyoufarm.com/api/count/incr/badge.svg?url=https%3A%2F%2Fgithub.com%2FPyPOTS%2FPyPOTS&count_bg=%23009A0A&title_bg=%23555555&icon=&icon_color=%23E7E7E7&title=Hits&edge_flat=false">
+    </a>
 </p>
 
 ⦿ `开发背景`: 由于传感器故障、通信异常以及不可预见的未知原因，在现实环境中收集的时间序列数据普遍存在缺失值，
@@ -360,11 +363,3 @@ PyPOTS社区是一个开放、透明、友好的社区，让我们共同努力
 [^34]: Nie, T., Qin, G., Mei, Y., & Sun, J. (2024). [ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation](https://arxiv.org/abs/2312.01728). *KDD 2024*.
 [^35]: Bai, S., Kolter, J. Z., & Koltun, V. (2018). [An empirical evaluation of generic convolutional and recurrent networks for sequence modeling](https://arxiv.org/abs/1803.01271). *arXiv 2018*.
 [^36]: Gungnir项目，世界上第一个时间序列多任务大模型，将很快与大家见面。🚀 数据集存在缺少值且样本长短不一？多任务建模场景困难？都不再是问题，让我们的大模型来帮你解决。我们将在近期开放公测申请 ;-) 关注我们，敬请期待!
-
-<details>
-<summary>🏠 访问量</summary>
-<a href="https://github.com/WenjieDu/PyPOTS">
-    <img alt="PyPOTS访问量" align="left" src="https://hits.seeyoufarm.com/api/count/incr/badge.svg?url=https%3A%2F%2Fgithub.com%2FPyPOTS%2FPyPOTS&count_bg=%23009A0A&title_bg=%23555555&icon=&icon_color=%23E7E7E7&title=自从2022年5月以来的访问量&edge_flat=false">
-</a>
-</details>
-<br>
diff --git a/docs/index.rst b/docs/index.rst
@@ -80,8 +80,8 @@ Welcome to PyPOTS docs!
    :alt: README in English
    :target: https://github.com/WenjieDu/PyPOTS/blob/main/README.md
 
-.. image:: https://hits.seeyoufarm.com/api/count/incr/badge.svg?url=https%3A%2F%2Fgithub.com%2FPyPOTS%2FPyPOTS&count_bg=%23009A0A&title_bg=%23555555&icon=&icon_color=%23E7E7E7&title=Visits%20since%20May%202022&edge_flat=false
-   :alt: Visiting number
+.. image:: https://hits.seeyoufarm.com/api/count/incr/badge.svg?url=https%3A%2F%2Fgithub.com%2FPyPOTS%2FPyPOTS&count_bg=%23009A0A&title_bg=%23555555&icon=&icon_color=%23E7E7E7&title=Hits&edge_flat=false
+   :alt: Hits number
 
 -----------------
 
@@ -101,12 +101,12 @@ if it helps with your research. This really means a lot to our open-source resea
 
 The rest of this readme file is organized as follows:
 `❖ Available Algorithms <#id1>`_,
-`❖ PyPOTS Ecosystem <#id22>`_,
-`❖ Installation <#id24>`_,
-`❖ Usage <#id26>`_,
-`❖ Citing PyPOTS <#id28>`_,
-`❖ Contribution <#id29>`_,
-`❖ Community <#id30>`_.
+`❖ PyPOTS Ecosystem <#id37>`_,
+`❖ Installation <#id39>`_,
+`❖ Usage <#id41>`_,
+`❖ Citing PyPOTS <#id43>`_,
+`❖ Contribution <#id44>`_,
+`❖ Community <#id45>`_.
 
 
 ❖ Available Algorithms
@@ -212,7 +212,7 @@ The paper references are all listed at the bottom of this readme file.
 
 💯 Contribute your model right now to increase your research impact! PyPOTS downloads are increasing rapidly (`300K+ in total and 1K+ daily on PyPI so far <https://www.pepy.tech/projects/pypots>`_),
 and your work will be widely used and cited by the community.
-Refer to the `contribution guide <https://github.com/WenjieDu/PyPOTS#-contribution>`_ to see how to include your model in PyPOTS.
+Refer to the `contribution guide <#id44>`_ to see how to include your model in PyPOTS.
 
 ❖ PyPOTS Ecosystem
 ^^^^^^^^^^^^^^^^^^^

diff --git a/docs/milestones.rst b/docs/milestones.rst
@@ -49,4 +49,5 @@ Project Milestones
 - 2023-12: PyPOTS achieves its first 500 stars 🌟;
 - 2024-02: PyPOTS Research releases its imputation survey paper `Deep Learning for Multivariate Time Series Imputation: A Survey <https://arxiv.org/abs/2402.04059>`_;
 - 2024-06: PyPOTS Research releases the 1st comprehensive time-series imputation benchmark paper `TSI-Bench: Benchmarking Time Series Imputation <https://arxiv.org/abs/2406.12747>`_;
-- 2024-08: PyPOTS Research presents the keynote "Learning from Partially Observed Time Series: Towards Reality-Centric AI4TS" `IJCAI'24 AI4TS workshop <https://arxiv.org/abs/2406.12747>`_;
+- 2024-07: PyPOTS achieves its first 300,000 downloads in total;
+- 2024-08: We present the keynote "Learning from Partially Observed Time Series: Towards Reality-Centric AI4TS" `IJCAI'24 AI4TS workshop <https://ai4ts.github.io/ijcai2024>`_;