Counting 2,653 Big Data & Machine Learning Frameworks, Toolsets, and Examples...
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one-pixel-attack-keras

760

Keras reimplementation of "One pixel attack for fooling deep neural networks" using differential evolution on cifar10

char-rnn

7807

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

deep-person-reid

207

Pytorch implementation of deep person re-identification approaches.

TFSegmentation

205

RTSeg: Real-time Semantic Segmentation Comparative Study

keras-retinanet

819

Keras implementation of RetinaNet object detection

insightface

1112

Face Recognition Project on MXNet

deep-painterly-harmonization

3072

Code and data for paper "Deep Painterly Harmonization"

YAD2K

1146

Yet Another Darknet 2 Keras

s2cnn

280

Equivariant CNNs for the sphere and SO(3) implemented in PyTorch

darknet

7362

Convolutional Neural Networks

keras-yolo2

651

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported.

swa

112

Stochastic Weight Averaging in PyTorch

wgan-gp

335

A pytorch implementation of Paper "Improved Training of Wasserstein GANs"

MUNIT

705

Multimodal Unsupervised Image-to-Image Translation

Keras-GAN

1521

Keras implementations of Generative Adversarial Networks.

Starspace

1797

A general-purpose neural model for efficient learning of entity embeddings for solving a wide variety of problems

paac

135

Open source implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning

video-nonlocal-net

438

A re-implementation of the video classification experiments in the paper Non-local Neural Networks in Caffe2

MagnetLoss-PyTorch

115

PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR).

progressive_growing_of_gans

2360

Progressive Growing of GANs for Improved Quality, Stability, and Variation

pytorch-qrnn

740

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

deep-neuroevolution

728

Deep Neuroevolution

faster-rcnn.pytorch

1087

This project is a faster faster R-CNN implementation, aimed to accelerating the training of faster R-CNN object detection models

tacotron

975

A TensorFlow Implementation of Tacotron: A Fully End-to-End Text-To-Speech Synthesis Model

pomegranate

1433

Fast, flexible and easy to use probabilistic modelling in Python.

Mask_RCNN

5319

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

spotlight

952

Deep recommender models using PyTorch.

tf-pose-estimation

732

Openpose from CMU implemented using Tensorflow with Custom Architecture for fast inference.

pytorch-playground

891

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

pix2pix

4669

Image-to-image translation using conditional adversarial nets