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  • Machine Learning
    • Key Algorithms
    • Data Preprocessing
    • Model Training
    • Model Evaluation
    • ML Terminologies
    • ML Frameworks
    • Research Papers

⚙️ Machine Learning Frameworks

FrameworkTypePrimary LanguageBest For
TensorFlowDeep LearningPython/C++Production DL, Pipelines
PyTorchDeep LearningPythonResearch, CV, RL
Scikit-learnClassical MLPythonTraditional ML
KerasHigh-level APIPythonQuick Prototyping
XGBoostBoostingPythonTabular Data
LightGBMBoostingPythonLarge Tabular Data
CatBoostBoostingPythonCategorical Data
JAXNumerical/AutoDiffPythonFast AutoDiff
ONNXInteroperabilityVariousModel Portability

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