Topic Modelling for Humans
:memo: An awesome Data Science repository to learn and apply for real world problems.
The "Python Machine Learning (1st edition)" book code repository and info resource
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
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.