add toc of docs

docs/source/advanced/data_proc.rst

+Advanced Data Preprocessing
+===========================
+
+.. note::
+    详细介绍一下StarryGL几种数据管理类，例如GraphData，的使用细节，内部索引结构的设计和底层操作。
\ No newline at end of file

docs/source/advanced/index.rst

+Advanced Concepts
+=================
+
+.. toctree::
+    ts_sampling
+    pp_training
+    tp_training
+    data_proc
\ No newline at end of file

docs/source/advanced/pp_training.rst

+Distributed Partition Parallel
+==============================
+
+.. note::
+    分布式分区并行训练部分
\ No newline at end of file

docs/source/advanced/tp_training.rst

+Distributed Timeline Parallel
+=============================
+
+.. note::
+    分布式时序并行
\ No newline at end of file

docs/source/advanced/ts_sampling.rst

+Distributed Temporal Sampling
+=============================
+
+.. note::
+    基于分布式时序图采样的训练模式
\ No newline at end of file

docs/source/api/python/distributed.rst

+starrygl.distributed
+====================
+
+.. note::
+    自动生辰的api文档，需要在starrygl源代码目录里添加码内注释
+
+.. currentmodule:: starrygl.distributed
+
+.. autosummary::
+    DistributedContext
\ No newline at end of file

docs/source/api/python/index.rst

+Package References
+==================
+
+.. toctree::
+    distributed
\ No newline at end of file

docs/source/cheatsheets/index.rst

+Cheatsheets
+===========
+
+.. note::
+    可以放一些框架内置的GNN模型，GNN数据集清单以及默认的接口调用规则，参考
+    `pyg cheatsheets <https://pytorch-geometric.readthedocs.io/en/latest/cheatsheet/data_cheatsheet.html>`_
\ No newline at end of file

docs/source/conf.py

-# Configuration file for the Sphinx documentation builder.
-#
-# For the full list of built-in configuration values, see the documentation:
-# https://www.sphinx-doc.org/en/master/usage/configuration.html
+import os
+import sys
 
-# -- Project information -----------------------------------------------------
-# https://www.sphinx-doc.org/en/master/usage/configuration.html#project-information
+sys.path.insert(0, os.path.abspath("../.."))
+import starrygl
 
 project = 'StarryGL'
 copyright = '2023, StarryGL Team'
 author = 'StarryGL Team'
 
-# -- General configuration ---------------------------------------------------
-# https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration
+version = starrygl.__version__
+release = starrygl.__version__
 
-extensions = []
+
+extensions = [
+    "sphinx.ext.autodoc",
+    "sphinx.ext.autosummary",
+    "sphinx.ext.duration",
+]
 
 templates_path = ['_templates']
 exclude_patterns = []
@@ -23,5 +26,5 @@ exclude_patterns = []
 # -- Options for HTML output -------------------------------------------------
 # https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output
 
-html_theme = 'alabaster'
+html_theme = 'sphinx_rtd_theme'
 html_static_path = ['_static']

docs/source/external/index.rst

+External Resources
+==================
+
+.. note::
+    ！！！放置一些StarryGL相关的论文，GNN相关的项目以及有助于使用StarryGL的资源，可以参考：
+    `PyG Resources <https://pytorch-geometric.readthedocs.io/en/latest/external/resources.html>`_
\ No newline at end of file

docs/source/guide/index.rst

+Get Started
+===========
+
+.. toctree::
+
+    install_guide
+    intro_example
\ No newline at end of file

docs/source/guide/install_guide.rst

+Installation
+============
+
+.. note::
+    安装方法
\ No newline at end of file

docs/source/guide/intro_example.rst

+Introduction by Example
+=======================
+
+.. note::
+    安装好之后，快速开始一个时序图模型训练。先展示一下基础使用，可以是单机的？
\ No newline at end of file

docs/source/index.rst

-.. StarryGL documentation master file, created by
-   sphinx-quickstart on Sat Dec 23 01:02:22 2023.
-   You can adapt this file completely to your liking, but it should at least
-   contain the root `toctree` directive.
-
-Welcome to StarryGL's documentation!
-====================================
+StarryGL Documentation
+======================
 
 .. toctree::
-   :maxdepth: 2
-   :caption: Contents:
-
-
+   guide/index
+   tutorial/index
+   advanced/index
+   api/python/index
+   cheatsheets/index
+   external/index
 
-Indices and tables
-==================
+.. Indices and tables
+.. ==================
 
-* :ref:`genindex`
-* :ref:`modindex`
-* :ref:`search`
+.. * :ref:`genindex`
+.. * :ref:`modindex`
+.. * :ref:`search`

docs/source/tutorial/application.rst

+User Cases and Applications
+===========================
+
+.. note::
+    放一些时序GNN的用例和应用
\ No newline at end of file

docs/source/tutorial/dataset.rst

+Preparing the Temporal Graph Dataset
+====================================
+
+.. note::
+    包含从原始数据开始的数据清洗和预处理步骤，最终形成可以被StarryGL使用的数据文件
\ No newline at end of file

docs/source/tutorial/distributed.rst

+Distributed Training
+====================
+
+.. note::
+    开始介绍分布式训练相关的方法，并展示一个最简单的分布式DDP训练流程
\ No newline at end of file

docs/source/tutorial/index.rst

+Tutorials
+===============
+
+.. toctree::
+    intro
+    module
+    dataset
+    application
+    distributed
\ No newline at end of file

docs/source/tutorial/intro.rst

+Introduction to Temporal GNN
+==============================================
+
+.. note::
+    简单介绍一下时序GNN，应用场景，需要解决的问题等，相当于一个总体的介绍

docs/source/tutorial/module.rst

+Creating Temporal GNN Models
+============================
+
+.. note::
+    介绍如何创建GNN模型，找最经典最简洁的两个例子即可。包括 **离散时间动态图模型** 模型构建和 **连续时间动态图模型**。
\ No newline at end of file

requirements-devel.txt

+-r requirements.txt
+
+# used by docs
+sphinx-autobuild
+sphinx_rtd_theme
+
+matplotlib
+ipykernel
\ No newline at end of file

requirements.txt

+--extra-index-url https://download.pytorch.org/whl/cu118
+torch==2.1.1+cu118
+torchvision==0.16.1+cu118
+torchaudio==2.1.1+cu118
+
+--extra-index-url https://data.pyg.org/whl/torch-2.1.0+cu118.html
+torch_geometric==2.4.0
+pyg_lib==0.3.1+pt21cu118
+torch_scatter==2.1.2+pt21cu118
+torch_sparse==0.6.18+pt21cu118
+torch_cluster==1.6.3+pt21cu118
+torch_spline_conv==1.2.2+pt21cu118
+
+ogb
+tqdm
\ No newline at end of file