Updates Environment Libraries

QuantConnect · Jun 5, 2024 · 36ea606 · 36ea606
1 parent 7f359e6
commit 36ea606
Show file tree

Hide file tree

Showing 14 changed files with 3,366 additions and 535 deletions.
diff --git a/01 Cloud Platform/06 Projects/11 Package Environments/05 Autogluon Environment.php b/01 Cloud Platform/06 Projects/11 Package Environments/05 Autogluon Environment.php
@@ -0,0 +1,5 @@
+<p class="csharp">This environment is only available for Python.</p>
+<p class="python">The Autogluon environment provides the <code>Autogluon</code> library:</p>
+<div class="python">
+    <? include(DOCS_RESOURCES."/libraries/supported-libraries-foundation-autogluon.html"); ?>
+</div>
diff --git a/...latform/04 Development Environment/12 Packages and Libraries/04 Autokeras Environment.php b/...latform/04 Development Environment/12 Packages and Libraries/04 Autokeras Environment.php
@@ -1,2 +1,5 @@
+<p class="csharp">This environment is only available for Python.</p>
 <p class="python">The Autokeras environment provides a backwards compatability environment for compatibility with <code>Keras < 3</code>, <code>Tensorflow 2.14.1</code>, and <code>Pydantic</code>:</p>
-<? include(DOCS_RESOURCES."/libraries/supported-libraries-foundation-autokeras.html"); ?>
+<div class="python">
+    <? include(DOCS_RESOURCES."/libraries/supported-libraries-foundation-autokeras.html"); ?>
+</div>
diff --git a/...latform/04 Development Environment/12 Packages and Libraries/05 Autogluon Environment.php b/...latform/04 Development Environment/12 Packages and Libraries/05 Autogluon Environment.php
@@ -0,0 +1,5 @@
+<p class="csharp">This environment is only available for Python.</p>
+<p class="python">The Autogluon environment provides the <code>Autogluon</code> library:</p>
+<div class="python">
+    <? include(DOCS_RESOURCES."/libraries/supported-libraries-foundation-autogluon.html"); ?>
+</div>
diff --git a/03 Writing Algorithms/01 Key Concepts/12 Libraries/03 Autokeras Environment Libraries.php b/03 Writing Algorithms/01 Key Concepts/12 Libraries/03 Autokeras Environment Libraries.php
@@ -1,6 +1,5 @@
-<p class="csharp">The Autokeras environment is only available for Python projects.</p>
+<p class="csharp">This environment is only available for Python projects.</p>
 <p class="python">The Autokeras environment provides a backwards compatability environment for compatibility with <code>Keras < 3</code>, <code>Tensorflow 2.14.1</code>, and <code>Pydantic</code>:</p>
-
 <div class="python">
     <? include(DOCS_RESOURCES."/libraries/supported-libraries-foundation-autokeras.html"); ?>
 </div>
diff --git a/03 Writing Algorithms/01 Key Concepts/12 Libraries/04 Autogluon Environment Libraries.php b/03 Writing Algorithms/01 Key Concepts/12 Libraries/04 Autogluon Environment Libraries.php
@@ -0,0 +1,5 @@
+<p class="csharp">This environment is only available for Python.</p>
+<p class="python">The Autogluon environment provides the <code>Autogluon</code> library:</p>
+<div class="python">
+    <? include(DOCS_RESOURCES."/libraries/supported-libraries-foundation-autogluon.html"); ?>
+</div>
diff --git a/03 Writing Algorithms/31 Machine Learning/01 Key Concepts/02 Supported Libraries.php b/03 Writing Algorithms/31 Machine Learning/01 Key Concepts/02 Supported Libraries.php
@@ -38,13 +38,13 @@ public function __construct($name, $version, $language, $importStatement, $docum
 
 $libraries = array(
     new MachineLearningLibraryForWritingAlgorithm("TensorFlow", "2.16.1", "Python", "import tensorflow", "https://www.tensorflow.org/", "https://github.com/QuantConnect/Lean/blob/master/Algorithm.Python/TensorFlowNeuralNetworkAlgorithm.py"),
-    new MachineLearningLibraryForWritingAlgorithm("SciKit Learn", "1.4.1.post1", "Python", "import sklearn", "https://scikit-learn.org/stable/", "https://github.com/QuantConnect/Lean/blob/master/Algorithm.Python/ScikitLearnLinearRegressionAlgorithm.py"),
+    new MachineLearningLibraryForWritingAlgorithm("SciKit Learn", "1.4.2", "Python", "import sklearn", "https://scikit-learn.org/stable/", "https://github.com/QuantConnect/Lean/blob/master/Algorithm.Python/ScikitLearnLinearRegressionAlgorithm.py"),
     new MachineLearningLibraryForWritingAlgorithm("Py Torch", "2.2.1", "Python", "import torch", "https://pytorch.org/", "https://github.com/QuantConnect/Lean/blob/master/Algorithm.Python/PytorchNeuralNetworkAlgorithm.py"),
-    new MachineLearningLibraryForWritingAlgorithm("Keras", "3.0.5", "Python", "import keras", "https://keras.io/", "https://github.com/QuantConnect/Lean/blob/master/Algorithm.Python/KerasNeuralNetworkAlgorithm.py"),
+    new MachineLearningLibraryForWritingAlgorithm("Keras", "3.3.3", "Python", "import keras", "https://keras.io/", "https://github.com/QuantConnect/Lean/blob/master/Algorithm.Python/KerasNeuralNetworkAlgorithm.py"),
     new MachineLearningLibraryForWritingAlgorithm("gplearn", "0.4.2", "Python", "import gplearn", "https://gplearn.readthedocs.io/en/stable/intro.html", ""),
     new MachineLearningLibraryForWritingAlgorithm("hmmlearn", "0.3.2", "Python", "import hmmlearn", "https://hmmlearn.readthedocs.io/en/latest/", ""),
     new MachineLearningLibraryForWritingAlgorithm("tsfresh", "0.20.2", "Python", "import tsfresh", "https://tsfresh.readthedocs.io/en/latest/", ""),
-    new MachineLearningLibraryForWritingAlgorithm("Stable-Baselines3", "2.2.1", "Python", "from stable_baselines3 import *", "https://stable-baselines3.readthedocs.io/en/master", ""),
+    new MachineLearningLibraryForWritingAlgorithm("Stable-Baselines3", "2.3.2", "Python", "from stable_baselines3 import *", "https://stable-baselines3.readthedocs.io/en/master", ""),
     new MachineLearningLibraryForWritingAlgorithm("fastai", "2.7.14", "Python", "import fastai", "https://docs.fast.ai/", ""),
     new MachineLearningLibraryForWritingAlgorithm("Deap", "1.4.1", "Python", "import deap", "https://deap.readthedocs.io/en/master/overview.html", ""),
     new MachineLearningLibraryForWritingAlgorithm("XGBoost", "2.0.3", "Python", "import xgboost", "https://xgboost.readthedocs.io/en/latest/", ""),