[Doc] Update installation doc

Author: dddg617

README.md

@@ -163,11 +163,6 @@ Currently, GammaGL requires **Python Version >= 3.9**.
    $ python setup.py install
    ```
 
-   or directly use the stable version:
-
-   ```bash
-   $ pip install gammagl
-   ```
    > 大陆用户如果遇到网络问题，推荐从启智社区安装
    > 
    > Try to git clone from OpenI
@@ -179,6 +174,8 @@ Currently, GammaGL requires **Python Version >= 3.9**.
    > 
    > `git submodule update --init`
 
+    You may also download the stable version refer to our [document](https://gammagl.readthedocs.io/en/latest/notes/installation.html).
+
 ## Quick Tour for New Users
 
 In this quick tour, we highlight the ease of creating and training a GNN model with only a few lines of code.

docs/requirements.txt

@@ -4,7 +4,7 @@ sphinx-markdown-tables
 sphinx-intl
 recommonmark
 sphinx_copybutton==0.4.0
-numpy<=1.23
+numpy
 scipy
 tensorflow<=2.11.0
 torch
@@ -14,5 +14,5 @@ tensorlayerx==0.5.8
 pytest
 pyparsing
 pybind11
-pybind11
-pandas==2.0.3
+pandas
+nbsphinx

docs/source/notes/installation.rst

@@ -6,18 +6,26 @@ System requrements
 GammaGL works with the following operating systems:
 
 * Linux
-* Windows
+* Windows (Currently, we only support python 3.9, pytorch 2.1 and CPU on Windows)
 
-GammaGL requires Python version 3.9 or 3.10(partially).
+GammaGL requires Python version 3.9, 3.10, 3.11.
 
 Backend
 -------
 
 - `tensorflow <https://www.tensorflow.org/api_docs/>`_ : We recommend tensorflow version under 2.12.0
-- `pytorch <https://pytorch.org/get-started/locally/>`_ : Support version from 1.9 to 2.1
+- `pytorch <https://pytorch.org/get-started/locally/>`_ : Support version from 1.9 to 2.1, the defalut backend
 - `paddlepaddle <https://www.paddlepaddle.org.cn/>`_ : We recommend paddlepaddle version under 2.3.2
 - `mindspore <https://www.mindspore.cn/install>`_ : Support version to 2.2.10
 
+Quick Start with PyTorch
+------------------------
+
+.. raw:: html
+   :file: quick-start.html
+
+If you choose the other backend, you can directly install gammagl with `pip install gammagl`.
+
 Install from pip
 ----------------
 
@@ -51,7 +59,7 @@ Install from pip
 **3. GammaGL:** Install `GammaGL <https://github.com/BUPT-GAMMA/GammaGL>`_ and its dependencies.
 
 .. code:: bash
-    
+
     pip install gammgl
 
 Install from source

docs/source/notes/quick-start.html

@@ -0,0 +1,138 @@
+<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script>
+   <style>
+      .quick-start {
+         display: flex;
+         flex-direction: row;
+         flex-wrap: nowrap;
+         margin-bottom: 20px;
+      }
+   
+      .title-column {
+         flex-grow: 0;
+      }
+   
+      .content-column {
+         flex-grow: 1;
+      }
+   
+      .row {
+         display: flex;
+         flex-direction: row;
+         flex-wrap: nowrap;
+      }
+   
+      .title-column div, .row div {
+         white-space: nowrap;
+      }
+   
+      .title-column div {
+         padding: 14px 10px 12px 0;
+         font-weight: 700;
+      }
+   
+      .row div {
+         flex-grow: 1;
+         text-align: center;
+         margin: 2px;
+         padding: 12px 0 10px 0;
+         background: #e3e3e3;
+         cursor: pointer;
+      }
+   
+      .row div.selected {
+         background: rgba(59,155,239,0.7);
+         color: #ffffff;
+      }
+   
+      #command {
+         margin: 2px;
+         padding: 12px 10px 10px 10px;
+      }
+   
+      #command pre {
+         padding: 0;
+         margin: 0;
+         white-space: pre-wrap;
+      }
+   
+   </style>
+   
+   <div class="quick-start">
+      <div class="title-column">
+         <div>PyTorch</div>
+         <div>Your OS</div>
+         <div>CUDA</div>
+         <div>Run:</div>
+      </div>
+      <div class="content-column">
+         <div class="row" id="torch"></div>
+         <div class="row" id="os"></div>
+         <div class="row" id="cuda"></div>
+         <div class="row" id="command"><pre></pre></div>
+      </div>
+   </div>
+   
+   <script>
+      var torchList = [
+         ['pt21', 'PyTorch 2.1.*'],
+         ['pt20', 'PyTorch 2.0.*'],
+         ['pt113', 'PyTorch 1.13.*'],
+      ];
+   
+      var osList = [
+         ['linux', 'Linux'],
+         ['windows', 'Windows'],
+      ];
+   
+      var cudaList = [
+         ['post116', '11.6'],
+         ['post118', '11.8'],
+         ['cpu', 'CPU'],
+      ];
+   
+      torchList.forEach(x => $("#torch").append(`<div id="${x[0]}">${x[1]}</div>`));
+      osList.forEach(x => $("#os").append(`<div id="${x[0]}">${x[1]}</div>`));
+      cudaList.forEach(x => $("#cuda").append(`<div id="${x[0]}">${x[1]}</div>`));
+   
+      function updateCommand() {
+         var torch = $("#command").attr("torch");
+         var os = $("#command").attr("os");
+         var cuda = $("#command").attr("cuda");
+   
+         if (os == "windows" && torch != "pt21" && cuda != "cpu") {
+         $("#command pre").text('# Currently, we only support PyTorch 2.1.* and CPU on Windows');
+         }
+   
+         else if (torch == "pt20" && cuda == "post116") {
+         $("#command pre").text('# PyTorch 2.0.* binaries do not support CUDA 11.6');
+         }
+
+         else if (torch == "pt21" && cuda == "post116") {
+         $("#command pre").text('# PyTorch 2.1.* binaries do not support CUDA 11.6');
+         }
+   
+         else if (torch == "pt113" && cuda == "post118") {
+         $("#command pre").text('# PyTorch 1.13.* binaries do not support CUDA 11.8');
+         }
+
+         else if (cuda == "cpu") {
+            $("#command pre").text(`pip install gammag-${$("#command").attr("torch")}==0.4.0`);
+         }
+ 
+         else {
+         $("#command pre").text(`pip install gammag-${$("#command").attr("torch")}==0.4.0.${$("#command").attr("cuda")}`);
+         }
+      }
+   
+      $(".quick-start .content-column .row div").click(function() {
+         $(this).parent().children().removeClass("selected");
+         $(this).addClass("selected");
+         $("#command").attr($(this).parent().attr("id"), $(this).attr("id"));
+         updateCommand();
+      });
+   
+      $("#torch").children().get(0).click();
+      $("#linux").click();
+      $("#cpu").click();
+   
+   </script>

requirements.txt

@@ -1,7 +1,7 @@
-numpy<=1.23
+numpy
 scipy
 pybind11
-tensorflow
+torch
 git+https://github.com/tensorlayer/tensorlayerx.git
 pytest
 tqdm