Machine-Learning Matlab General-Purpose Machine Learning

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1. Training a deep autoencoder or a classifie

2. Convolutional-Recursive Deep Learning for 3D Object Classification

Convolutional-Recursive Deep Learning for 3D Object Classification[DEEP LEARNING].

3. Spider

The spider is intended to be a complete object orientated environment for machine learning in Matlab.

4. LibSVM

A Library for Support Vector Machines.

5. ThunderSVM

An Open-Source SVM Library on GPUs and CPUs

6. LibLinear

A Library for Large Linear Classification.

7. Machine Learning Module

Class on machine w/ PDF, lectures, code

8. Caffe

A deep learning framework developed with cleanliness, readability, and speed in mind.

9. Pattern Recognition Toolbox

A complete object-oriented environment for machine learning in Matlab.

10. Pattern Recognition and Machine Learning

This package contains the matlab implementation of the algorithms described in the book Pattern Recognition and Machine Learning by C. Bishop.

11. Optunity

A library dedicated to automated hyperparameter optimization with a simple, lightweight API to facilitate drop-in replacement of grid search. Optunity is written in Python but interfaces seamlessly with MATLAB.

12. MXNet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Go, Javascript and more.

13. Machine Learning in MatLab/Octave

examples of popular machine learning algorithms (neural networks, linear/logistic regressions, K-Means, etc.) with code examples and mathematics behind them being explained.