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A collection of papers and articles on Machine Learning


The repository consists of quality and must-know machine learning papers.
Topics are arranged in categorical natured way. ML101 have extra insights
on topics lately discovered and is not hyped yet.

Deep learning

On deep networks for vision and NLP tasks

deeplearning.ai

Notes extracted from AndrewNG deeplearning teachings

Generic

Papers on generic topics that helped ML to achieve what it is today

Mathematics

Mathematical topics essential for ML understanding

ML101

Summarization of 101 papers on computer vision related model architecture

Reinforcement Learning

On RL

Supervised

General supervised ML papers

Unsupervised

On unsupervised ML papers