Code generated by get-libraries.py

QuantConnect · Nov 10, 2023 · 058805f · 058805f
1 parent c576c27
commit 058805f
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Showing 3 changed files with 957 additions and 989 deletions.
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
@@ -37,17 +37,17 @@ public function __construct($name, $version, $language, $importStatement, $docum
 }
 
 $libraries = array(
-    new MachineLearningLibraryForWritingAlgorithm("TensorFlow", "2.12.0", "Python", "import tensorflow", "https://www.tensorflow.org/", "https://github.com/QuantConnect/Lean/blob/master/Algorithm.Python/TensorFlowNeuralNetworkAlgorithm.py"),
-    new MachineLearningLibraryForWritingAlgorithm("SciKit Learn", "1.2.2", "Python", "import sklearn", "https://scikit-learn.org/stable/", "https://github.com/QuantConnect/Lean/blob/master/Algorithm.Python/ScikitLearnLinearRegressionAlgorithm.py"),
-    new MachineLearningLibraryForWritingAlgorithm("Py Torch", "2.0.1", "Python", "import torch", "https://pytorch.org/", "https://github.com/QuantConnect/Lean/blob/master/Algorithm.Python/PytorchNeuralNetworkAlgorithm.py"),
-    new MachineLearningLibraryForWritingAlgorithm("Keras", "2.12.0", "Python", "import keras", "https://keras.io/", "https://github.com/QuantConnect/Lean/blob/master/Algorithm.Python/KerasNeuralNetworkAlgorithm.py"),
+    new MachineLearningLibraryForWritingAlgorithm("TensorFlow", "2.13.1", "Python", "import tensorflow", "https://www.tensorflow.org/", "https://github.com/QuantConnect/Lean/blob/master/Algorithm.Python/TensorFlowNeuralNetworkAlgorithm.py"),
+    new MachineLearningLibraryForWritingAlgorithm("SciKit Learn", "1.3.2", "Python", "import sklearn", "https://scikit-learn.org/stable/", "https://github.com/QuantConnect/Lean/blob/master/Algorithm.Python/ScikitLearnLinearRegressionAlgorithm.py"),
+    new MachineLearningLibraryForWritingAlgorithm("Py Torch", "2.1.0", "Python", "import torch", "https://pytorch.org/", "https://github.com/QuantConnect/Lean/blob/master/Algorithm.Python/PytorchNeuralNetworkAlgorithm.py"),
+    new MachineLearningLibraryForWritingAlgorithm("Keras", "2.13.1", "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", "0.3.0", "Python", "import hmmlearn", "https://hmmlearn.readthedocs.io/en/latest/", ""),
     new MachineLearningLibraryForWritingAlgorithm("tsfresh", "0.20.1", "Python", "import tsfresh", "https://tsfresh.readthedocs.io/en/latest/", ""),
-    new MachineLearningLibraryForWritingAlgorithm("Stable-Baselines3", "1.8.0", "Python", "from stable_baselines3 import *", "https://stable-baselines3.readthedocs.io/en/master", ""),
-    new MachineLearningLibraryForWritingAlgorithm("fastai", "2.7.12", "Python", "import fastai", "https://docs.fast.ai/", ""),
-    new MachineLearningLibraryForWritingAlgorithm("Deap", "1.3.3", "Python", "import deap", "https://deap.readthedocs.io/en/master/overview.html", ""),
-    new MachineLearningLibraryForWritingAlgorithm("XGBoost", "1.7.6", "Python", "import xgboost", "https://xgboost.readthedocs.io/en/latest/", ""),
+    new MachineLearningLibraryForWritingAlgorithm("Stable-Baselines3", "2.1.0", "Python", "from stable_baselines3 import *", "https://stable-baselines3.readthedocs.io/en/master", ""),
+    new MachineLearningLibraryForWritingAlgorithm("fastai", "2.7.13", "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", "2.0.0", "Python", "import xgboost", "https://xgboost.readthedocs.io/en/latest/", ""),
     new MachineLearningLibraryForWritingAlgorithm("mlfinlab", "1.6.0", "Python", "import mlfinlab", "https://github.com/hudson-and-thames/mlfinlab", ""),
     new MachineLearningLibraryForWritingAlgorithm("Accord", "3.6.0", "C#", "using Accord.MachineLearning;", "http://accord-framework.net/", "https://github.com/QuantConnect/Lean/blob/master/Algorithm.CSharp/AccordVectorMachinesAlgorithm.cs")
 );