Counting 3,039 Big Data & Machine Learning Frameworks, Toolsets, and Examples...
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Mask_RCNN

7161

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

umap

1512

Uniform Manifold Approximation and Projection

UnsupervisedMT

439

Phrase-Based & Neural Unsupervised Machine Translation

Relation-Network-Tensorflow

216

Tensorflow implementations of Relational Networks and a VQA dataset named Sort-of-CLEVR proposed by DeepMind.

Switchable-Normalization

454

A normalization technique that is able to learn different normalization operations for different normalization layers in a deep neural network in an end-to-end manner.

tf.gans-comparison

436

Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking

mx-maskrcnn

1591

A MXNet implementation of Mask R-CNN

deep-voice-conversion

1682

Deep neural networks for voice conversion (voice style transfer) in Tensorflow

generative-models

3777

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

darts

1350

Differentiable architecture search for convolutional and recurrent networks

Keras-GAN

2399

Keras implementations of Generative Adversarial Networks.

pytorch-generative-model-collections

1135

Collection of generative models in Pytorch version

tensorflow-generative-model-collections

2569

Collection of generative models in Tensorflow

NeuralTuringMachine

350

Tensorflow implementation of a Neural Turing Machine

seq2seq-signal-prediction

445

Signal prediction with a seq2seq RNN model in TensorFlow

segmentation

182

TensorFlow implementation of ENet, trained on the Cityscapes dataset.

baselines

5016

High-quality implementations of reinforcement learning algorithms

MTCNN_face_detection_alignment

1267

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

ShuffleNet

193

ShuffleNet implementation in TensorFlow

CapsNet-Keras

1780

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error < 0.4%.

DeepSpeech

7550

A TensorFlow implementation of Baidu's DeepSpeech architecture

lime

4369

Explaining the predictions of any machine learning classifier

GAN_Theories

72

Resources and Implementations of Generative Adversarial Nets which are focusing on how to stabilize training process and generate high quality images: DCGAN, WGAN, EBGAN, BEGAN, etc.

DeepSpeech

258

A PaddlePaddle implementation of DeepSpeech2 architecture for ASR.

EAST

891

A tensorflow implemention of EAST text detector

GloVe

2740

GloVe model for distributed word representation

InferSent

1119

Sentence embeddings (InferSent) and training code for NLI.

Structured-Self-Attention

164

A Structured Self-attentive Sentence Embedding

pytorch-qrnn

872

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

transformer

1039

A TensorFlow Implementation of the Transformer: Attention Is All You Need