Counting 3,541 Big Data & Machine Learning Frameworks, Toolsets, and Examples...
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darknet

11776

Convolutional Neural Networks

AnomalyDetection

2817

Anomaly Detection with R

Keras-GAN

3801

Keras implementations of Generative Adversarial Networks.

gensim

8655

Topic Modelling for Humans

models

48496

Models built with TensorFlow

fast-style-transfer

7476

Fast Style Transfer in TensorFlow

learning-to-communicate

299

Learning to Communicate with Deep Multi-Agent Reinforcement Learning

speech-to-text-wavenet

2895

Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow

stacked_generalization

63

Python implementation of stacked generalization classifier. Plays nice with sklearn.

wavenet

889

Keras WaveNet implementation

fast-wavenet

1429

Efficient implementation of Wavenet generation.

neural-doodle

8914

Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)

character-based-cnn

108

Implementation of character based convolutional neural network

fold

1724

Deep learning with dynamic computation graphs in TensorFlow

waveglow

883

A Flow-based Generative Network for Speech Synthesis

pix2pix

5798

Image-to-image translation using conditional adversarial nets

noise2noise

412

An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"

instagan

428

PyTorch implementation of "InstaGAN: Instance-aware Image Translation" (ICLR 2019)

dagmm

60

An attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection

darkflow

4327

Real-time object detection and classification

semantic-segmentation-pytorch

1890

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

pytorch-pretrained-BERT

3680

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

ALL-CNN

22

Striving for Simplicity: The All Convolutional Net (All-CNN-C)

darknet

3172

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

PoseEstimationForMobile

652

Real-time single person pose estimation for Android and iOS.

MC-GAN

234

Multi-Content GAN for Few-Shot Font Style Transfer

ENAS-Quantized-Neural-Networks

25

Efficient Neural Architecture Search coupled with Quantized CNNs to search for resource efficient and accurate architectures.

tfjs-models

2106

Pretrained models for TensorFlow.js

foolbox

810

Python toolbox to create adversarial examples that fool neural networks

SNIPER

2024

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