December 8, 2018

1205 words 6 mins read

metrofun/machine-learning-surveys

metrofun/machine-learning-surveys

A curated list of Machine Learning Surveys, Tutorials and Books.

repo name metrofun/machine-learning-surveys
repo link https://github.com/metrofun/machine-learning-surveys
homepage
language JavaScript
size (curr.) 65 kB
stars (curr.) 1138
created 2017-05-24
license

Machine Learning Surveys

A curated list of Machine Learning related surveys, overviews and books.

If you want to contribute to this list (please do), check How to Contribute wiki or contact me @MeTroFuN.

Table of Contents

Active Learning

Bioinformatics

Classification

Clustering

Computer Vision

Deep Learning

Dimensionality Reduction

Ensemble Learning

Metric Learning

Monte Carlo

Multi-Armed Bandit

Multi-View Learning

Natural Language Processing

Physics

Probabilistic Models

Recommender Systems

Reinforcement Learning

Robotics

Semi-Supervised Learning

Submodular Functions

Transfer Learning

Unsupervised Learning

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