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model_compression

Implementation of model compression with knowledge distilling method.

netron

Visualizer for deep learning and machine learning models

neural-style-transfer

Keras Implementation of Neural Style Transfer from the paper "A Neural Algorithm of Artistic Style" (http://arxiv.org/abs/1508.06576) in Keras 1.2.0

nnets

A tiny library for building neural networks from blocks

openalpr

Automatic License Plate Recognition library

pastalog

Simple, realtime visualization of neural network training performance.

pipemodels

Tiny framework for machine learning algorithms evaluation and comparison

practical_rl

A course in reinforcement learning in the wild

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-tensor-decompositions

PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.

pytorch-yolo2

Convert https://pjreddie.com/darknet/yolo/ into pytorch

quantizedneuralnetworks-keras-tensorflow

Quantized Neural Networks - networks trained for inference at arbitrary low precision.

rep

Machine Learning toolbox for Humans

scrnns

This is a self contained software accompanying the paper titled: Learning Longer Memory in Recurrent Neural Networks: http://arxiv.org/abs/1412.7753.

simhash-py

Simhash and near-duplicate detection

snli-entailment

attention model for entailment on SNLI corpus implemented in Tensorflow and Keras

snorkel

A lightweight platform for developing information extraction systems using data programming

squeezedet

A tensorflow implementation for SqueezeDet, a convolutional neural network for object detection.

squeezenet_demo

sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

swa

Stochastic Weight Averaging in PyTorch

tensorflow-scrnn

Tensorflow implementation of SCRNN cell

tensorflow-word2vec

TensorFlow implementation of Word2Vec Skip-Gram model with negative sampling

ultrasound-nerve-segmentation

Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras

wassersteingan

word2gauss

Gaussian word embeddings

yolo-coreml-mpsnngraph

Tiny YOLO for iOS implemented using CoreML but also using the new MPS graph API.

ysda_deeplearning17

Yandex SDA classes on deep learning. Version of year 2017