github-pengge's repositories

PyTorch-progressive_growing_of_gans

PyTorch implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.

GANs

PyTorch implementation of several GANs.

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tf-Word2Vec

An tensorflow implementation of Word2Vec model: Skip-gram, CBOW.

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hierarchical_kmeans

An package for creating hierarchical k-means/k-means tree/vocabulary tree.

MV_RNN

A tensorflow implementation of Richard Socher's paper: Semantic Compositionality through Recursive Matrix-Vector Spaces

adversarial_invariance_feature_learning

Adversarial invariance feature learning.

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inpainting

Image inpainting using GAN and/or partial convolution with progressive growing training scheme.

Robotic-car

CS373 - programming for a robotic car

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Image_retrieval

An image retrieval system based on bag-of-visual-word.

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AlphaGo

A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.

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caffe

Caffe: a fast open framework for deep learning.

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cuda-convnet

Automatically exported from code.google.com/p/cuda-convnet

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CycleGAN

Image to image translation using CycleGAN + supervised. PyTorch implementation.

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hyperboard

A web-based dashboard for Deep Learning

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models

Models built with TensorFlow

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py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

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pytorch-CycleGAN-and-pix2pix

Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)

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roboschool

Open-source software for robot simulation, integrated with OpenAI Gym.

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tensorboard-pytorch

tensorboard for pytorch

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theano-rnn

Demonstration of recurrent neural network implemented with Theano

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theano_fftconv

Convolution op for Theano based on CuFFT using scikits.cuda

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tinyflow

Tutorial code on how to build your own Deep Learning System in 2k Lines

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