Which Machine Learning Platforms Are Commonly Used?
Several platforms are utilized for machine learning in catalysis:
TensorFlow and PyTorch are popular for developing deep learning models. SciKit-Learn is widely used for simpler ML algorithms, such as regression and classification. Keras offers a user-friendly interface for building neural networks. ChemProp and DeepChem are specialized platforms for chemical data.
These platforms enable researchers to build, train, and validate models efficiently, using extensive libraries and pre-built functions.
