machine learning

ml.md

Machine learning

ML frameworks

How to build a simple image/primary-colour similarity database

A Neural Network in 11 lines of Python

Logistic Regression Vs Decision Trees Vs SVM

Comparing Python Clustering Algorithms

Boosted trees

ML meets Economics

The Three Cultures of ML

Reinforcement Learning

A toolkit for reinforcement learning algos

Bayesian deep learning

Anomaly/Novelty detection

Course in Machine Learning

Introduction to Statistical Learning

ISLR Python Code

Deep Learning and Convolutional Nets

ML on YouTube

Intro to Applied ML (related to ML on YouTube)

Machine Learning Applications

Numerai

ML videos

Neural Networks Demystified

Tensor Flow

Tutorials Simplified Interface to TensorFlow

Deep Learning & Neural Nets

Tinker With a Neural Network Right Here in Your Browser

Deep Learning Tutorial Series for NLP

Deep Learning for NLP

Deep Learning for NLP

Deep Reinforcement Learning

Visual Analysis for Recurrent Neural Networks

A Practical Introduction to Deep Learning with Caffe and Python

Deep Learning Applications

A Guide to Deep Learning

ml_problems

ML hard problems:
  object recognition
  speech recognition
  machine translation
  image caption generation
  action recognition in video

ml_theory.md

Deep Learning in a Nutshell: Core Concepts

Dive into Machine Learning - resources for learning

nlp.md

Library for industrial-strength natural language processing in Python