Counting 3,384 Big Data & Machine Learning Frameworks, Toolsets, and Examples...
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iGAN

3130

iGAN: Interactive Image Generation via Generative Adversarial Networks

SfmLearner-Pytorch

299

Pytorch version of Unsupervised Learning of Depth and Ego-Motion from Video

attention-networks-for-classification

317

Hierarchical Attention Networks for Document Classification in PyTorch

darknet

10977

Convolutional Neural Networks

tf-faster-rcnn

2240

Tensorflow Faster RCNN for Object Detection

pygcn

843

Graph Convolutional Networks in PyTorch

pytorch-playground

1284

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

leela-zero

2979

Go engine with no human-provided knowledge, modeled after the AlphaGo Zero paper.

sentencepiece

1788

An unsupervised text tokenizer and detokenizer mainly for Neural Network-based text generation systems where the vocabulary size is predetermined prior to the neural model training

DCGAN-tensorflow

5078

A tensorflow implementation of Deep Convolutional Generative Adversarial Networks

deep-person-reid

755

Pytorch implementation of deep person re-identification approaches.

py-faster-rcnn

5145

Faster R-CNN Python implementation

DenseNet

3097

Code for Densely Connected Convolutional Networks (DenseNets)

Elevation

87

End-to-end guide design for CRISPR/Cas9 with machine learning

flownet2-pytorch

885

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

vid2vid

5365

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

pytorch-pretrained-BERT

2205

PyTorch version of Google AI's BERT model with script to load Google's pre-trained models

ScalphaGoZero

107

An independent implementation of DeepMind's AlphaGoZero in Scala, using Deeplearning4J (DL4J)

ENAS-pytorch

1351

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

umap

2212

Uniform Manifold Approximation and Projection

Human-Activity-Recognition-using-CNN

273

CNN for Human Activity Recognition in Tensorflow

SNIPER

1831

An efficient multi-scale training approach for instance-level recognition tasks like object detection and instance-level segmentation

bert

9481

A new method of pre-training language representations which obtains state-of-the-art results on a wide array of Natural Language Processing (NLP) tasks.

UnsupervisedMT

977

Phrase-Based & Neural Unsupervised Machine Translation

pggan-pytorch

336

PyTorch implementation of "Progressive growing of GANs (PGGAN)"

DensePose

3906

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

Autopilot-TensorFlow

914

A TensorFlow implementation of this Nvidia paper: https://arxiv.org/pdf/1604.07316.pdf with some changes

dqn

260

Lua/Torch implementation of DQN (Nature, 2015)

ResNeXt

1347

Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

pix2pix

5568

Image-to-image translation using conditional adversarial nets