pursueorigin's repositories

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caffe-face

This branch is developed for deep face recognition

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mxnet_center_loss

implement center loss operator for mxnet

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cumf_sgd

matrix factorization library using stochastic gradent descent on GPUs

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srez

Image super-resolution through deep learning

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awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

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fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

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LightGBM

LightGBM is a fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

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hogwildpp

HogWild++: A New Mechanism for Decentralized Asynchronous Stochastic Gradient Descent

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passcode-fix

Fixing convergence problems in Parallel ASynchronous Stochastic dual Co-ordinate Descent (PASSCoDe)

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rbm-ae-tf

Tensorflow implementation of Restricted Boltzman Machine(RBM) and Autoencoder with layerwise pretraining.

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TensorFlow-Examples

TensorFlow Tutorial and Examples for beginners

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BinaryOptimization

A general binary code optimization method

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rnnpg

Code for Chinese Poetry Generation with Recurrent Neural Networks (EMNLP 2014)

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DCGAN-tensorflow

A tensorflow implementation of Deep Convolutional Generative Adversarial Networks

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cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

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sound-GAN

Generative Adversial Network for music composition

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encore.ai

Generate new lyrics in the style of any artist using LSTMs and TensorFlow

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char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

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models

Models built with TensorFlow

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tensorflow-tutorial

Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE

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dcgan-completion.tensorflow

Image Completion with Deep Learning in TensorFlow

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demos

Demos and tutorials around Torch7.

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pva-faster-rcnn

Demo code for PVANET

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xbmc-addons-chinese

Addon scripts, plugins, and skins for XBMC Media Center. Special for chinese laguage.

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deepjazz

Deep learning driven jazz generation using Keras & Theano!

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fast_rgf

Multi-core implementation of Regularized Greedy Forest

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LSHBOX

A c++ toolbox of locality-sensitive hashing (LSH), provides several popular LSH algorithms, also support python and matlab.

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keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

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RBM.tensorflow

Tensorflow implementation of http://deeplearning.net/tutorial/rbm.html#rbm

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