⚙️ Machine Learning Frameworks
Framework | Type | Primary Language | Best For |
---|---|---|---|
TensorFlow | Deep Learning | Python/C++ | Production DL, Pipelines |
PyTorch | Deep Learning | Python | Research, CV, RL |
Scikit-learn | Classical ML | Python | Traditional ML |
Keras | High-level API | Python | Quick Prototyping |
XGBoost | Boosting | Python | Tabular Data |
LightGBM | Boosting | Python | Large Tabular Data |
CatBoost | Boosting | Python | Categorical Data |
JAX | Numerical/AutoDiff | Python | Fast AutoDiff |
ONNX | Interoperability | Various | Model Portability |