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3d-machine-learning

A resource repository for 3D machine learning

activation-visualization-histogram

Compare SELUs (scaled exponential linear units) with other activations on MNIST, CIFAR10, etc.

adversarialnetspapers

The classical papers and codes about generative adversarial nets

age-gender-estimation

Keras implementation of a CNN network for age and gender estimation

asteroidsai

This is the source code for my asteroids AI

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-knowledge-distillation

Awesome Knowledge Distillation

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

awesome-semantic-segmentation

awesome-semantic-segmentation

awesome-torch

A curated list of awesome Torch tutorials, projects and communities

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

basic-yolo-keras

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

basic_reinforcement_learning

An introduction series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

bert-pytorch

Google AI 2018 BERT pytorch implementation

bootstrap-fileinput

An enhanced HTML 5 file input for Bootstrap 3.x with file preview, multiple selection, and more features.

capsule_networks

This is the code for "Capsule Networks: An Improvement to Convolutional Networks" by Siraj Raval on Youtube

chainer-gan-experiments

Various GANs with Chainer

chainer-gan-lib

Chainer implementation of recent GAN variants

chainer-vq-vae

A Chainer implementation of VQ-VAE.

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

clari_wavenet_vocoder

closed-form-matting

Python implementation of A. Levin D. Lischinski and Y. Weiss. A Closed Form Solution to Natural Image Matting. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June 2006, New York

cnnmrf

code for paper "Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis"

codecombat

Multiplayer programming game for learning how to code.

codingmath

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

coordconv-pytorch

Pytorch implementation of CoordConv introduced in 'An intriguing failing of convolutional neural networks and the CoordConv solution' paper. (https://arxiv.org/pdf/1807.03247.pdf)

cppn-gan-vae-tensorflow

Train CPPNs as a Generative Model, using Generative Adversarial Networks and Variational Autoencoder techniques to produce high resolution images.