Latest Resources in Machine Learning

Machine Learning

Tutorial: Deep Learning in PyTorch iamtrask.github.io

Published January 16, 2017 under Machine Learning

Neural Networks Made Easy with Chainer oreilly.com

Published December 20, 2016 under Machine Learning

Machine learning algorithms github.com

Published December 5, 2016 under Machine Learning

LSTM for Human Activity Recognition github.com

Published September 27, 2016 under Machine Learning

Models with Learned Parameters indico.io

Published September 23, 2016 under Machine Learning

Long-term forecasting with machine learning models thuijskens.github.io

Published August 8, 2016 under Machine Learning

Approaching (Almost) Any Machine Learning Problem blog.kaggle.com

Published July 27, 2016 under Machine Learning

Hello, TensorFlow! oreilly.com

Published June 21, 2016 under Machine Learning

Machine learning GitHub showcase github.com

Published June 7, 2016 under Machine Learning

Keras as a simplified interface to TensorFlow blog.keras.io

Published April 29, 2016 under Machine Learning

Dive into scikit-learn oreilly.com

Published April 28, 2016 under Machine Learning

The TensorFlow White Paper download.tensorflow.org

Published April 16, 2016 under Machine Learning

Designing Machine Learning Systems with Python amazon.com

Published April 16, 2016 under Machine Learning

Intro to Machine Learning and NLP with Python and Weka codementor.io

Published April 16, 2016 under Machine Learning

TFLearn: Hhigher-level API for TensorFlow tflearn.org

Published April 4, 2016 under Machine Learning

K-Means Clustering on Handwritten Digits johnloeber.com

Published March 13, 2016 under Machine Learning

Watch Tiny Neural Nets Learn swanintelligence.com

Published March 13, 2016 under Machine Learning

ANN search in large, high-dimensional data sets nearpy.io

Published January 29, 2016 under Machine Learning

Learning How To Code Neural Networks medium.com

Published January 13, 2016 under Machine Learning

Highway Networks with TensorFlow medium.com

Published January 2, 2016 under Machine Learning

Open Source Software Library for Machine Intelligence tensorflow.org

Published November 13, 2015 under Machine Learning

Scalable Machine Learning using Spark and Python youtube.com

Published November 13, 2015 under Machine Learning

A Framework for Distributed Deep Learning Layer Design in Python claymcleod.github.io

Published October 30, 2015 under Machine Learning

Deep Learning Libraries by Language teglor.com

Published October 5, 2015 under Machine Learning

Implementing a Neural Network from Scratch wildml.com

Published September 11, 2015 under Machine Learning

Simple Genetic Algorithm In 15 Lines Of Python outlace.com

Published September 11, 2015 under Machine Learning

deepy: Highly extensible deep learning framework based on Theano github.com

Published August 17, 2015 under Machine Learning

A Neural Network in 13 lines of Python iamtrask.github.io

Published August 4, 2015 under Machine Learning

Hinton Dropout in 3 Lines of Python iamtrask.github.io

Published August 4, 2015 under Machine Learning

Faster deep learning with GPUs and Theano blog.dominodatalab.com

Published August 4, 2015 under Machine Learning

Introduction to Artificial Neural Networks theprojectspot.com

Published July 9, 2015 under Machine Learning

Baye’s Theorem Illustrated lesswrong.com

Published July 7, 2015 under Machine Learning

Probability Distribution Parameterizations in SciPy johndcook.com

Published July 7, 2015 under Machine Learning

Selecting the Best Model in scikit-learn Using Cross Validation youtube.com

Published July 5, 2015 under Machine Learning

Natural Language Toolkit nltk.org

Published June 26, 2015 under Machine Learning

Computational Methods in Bayesian Analysis plot.ly

Published June 25, 2015 under Machine Learning

Intro to Deep Learning with Theano and OpenDeep youtube.com

Published June 9, 2015 under Machine Learning

Materials for Learning Machine Learning jacksimpson.co

Published June 9, 2015 under Machine Learning

Elements of Statistical Learning – Data Mining, Inference, and Prediction amazon.com

Published June 8, 2015 under Machine Learning

Introduction to Machine Learning arxiv.org

Published June 2, 2015 under Machine Learning

Python sci-packages to prepare data for Machine Learning sebastianraschka.com

Published June 1, 2015 under Machine Learning

Predictive modeling, supervised learning, and pattern classification sebastianraschka.com

Published May 21, 2015 under Machine Learning

Best Free Machine Learning eBooks designimag.com

Published May 17, 2015 under Machine Learning

Logistic Regression and Gradient Descent nbviewer.ipython.org

Published May 15, 2015 under Machine Learning

gplearn – Genetic Programming in Python gplearn.readthedocs.org

Published May 15, 2015 under Machine Learning

Introduction to Support Vector Machines beta.oreilly.com

Published May 15, 2015 under Machine Learning

20 Big Data Repositories You Should Check Out datasciencecentral.com

Published May 15, 2015 under Machine Learning

Keras: Theano-based deep learning library keras.io

Published May 12, 2015 under Machine Learning

PyCon 2015 Scikit-Learn Tutorial Index nbviewer.ipython.org

Published April 29, 2015 under Machine Learning

Distance metrics benfrederickson.com

Published April 28, 2015 under Machine Learning