Repository Index

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

• machine-learning
• deep-learning
• deep-reinforcement-learning
• machine-learning-from-scratch

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

• ocr
• deep-learning
• crnn
• pytorch

Topic Modelling for Humans

• gensim
• topic-modeling
• information-retrieval
• machine-learning

A unified framework for machine learning with time series

• time-series
• machine-learning
• scikit-learn
• time-series-classification

A library of extension and helper modules for Python's data analysis and machine learning libraries.

• python
• machine-learning
• data-science
• data-mining

A deep learning toolkit for healthcare AI: EHR (MIMIC, eICU, OMOP), clinical text, signals and imaging. 30+ models, reproducible pipelines.

• healthcare
• data-mining
• deep-learning
• preprocessing

NFStream: a Flexible Network Data Analysis Framework.

• data-science
• data-analysis
• data-mining
• network-analysis