Rt0220's repositories
cxxnet
fast, concise, distributed deep learning framework
purine2
Purified Purine.
public
SailingLab's Petuum project.
DeepLearningBibliography
Bibliography for Publications about Deep Learning using GPU
Theano
Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.
scikit-learn
scikit-learn: machine learning in Python
opencv
Open Source Computer Vision Library
fbcunn
Facebook's extensions to torch/cunn.
convnet-benchmarks
Easy benchmarking of all public open-source implementations of convnets
kaggle-ndsb-visualization
Scripts to visualize the Kaggle NDSB training images
ccv
C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library
deepnet
Implementation of some deep learning algorithms.
hyperopt
Distributed Asynchronous Hyperparameter Optimization in Python
pylearn2
A Machine Learning library based on Theano
spearmint
Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012
DeepLearnToolbox
Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.
zh-google-styleguide
Google 开源项目风格指南 (中文版)
hyperopt-convnet
Convolutional computer vision architectures that can be tuned by hyperopt.
sedumi
SeDuMi: A linear/quadratic/semidefinite solver for Matlab and Octave
decaf-release
Decaf is DEPRECATED! Please visit http://caffe.berkeleyvision.org/ for Caffe, the new framework that has all the good things: GPU computation, full train/test scripts, native C++, and an active community!
cudamat
Python module for performing basic dense linear algebra computations on the GPU using CUDA.