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random-erasing

Random Erasing Data Augmentation

ranger-deep-learning-optimizer

Ranger - a synergistic optimizer using RAdam (Rectified Adam) and LookAhead in one codebase

rapidjson

A fast JSON parser/generator for C++ with both SAX/DOM style API

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

self-driving-car-sim

A self-driving car simulator built with Unity

sketch-rnn

Multilayer LSTM and Mixture Density Network for modelling path-level SVG Vector Graphics data in TensorFlow

spinningup

An educational resource to help anyone learn deep reinforcement learning.

ssd_keras

A Keras port of SSD

stacking

Stacked Generalization (Ensemble Learning)

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

stargan

StarGAN - Official PyTorch Implementation

stylegan

StyleGAN - Official TensorFlow Implementation

super-slomo

PyTorch implementation of Super SloMo by Jiang et al.

talos

Hyperparameter Optimization for Keras Models

telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

tencent-ml-images

Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet

tensorflow

This Repository contains all tensorflow tutorials.

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

thermalgan

Multimodal Color-to-Thermal Image Translation

traversability_estimation

Traversability mapping for mobile rough terrain navigation

trn-pytorch

Temporal Relation Networks

tutorials

uk-accidents

Study of the UK accidents database

unsupervised_depth_estimation

Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue

vision

Datasets, Transforms and Models specific to Computer Vision

vocalize-sign-language

Vocalization sign language with deep learning.

wikijpn

wp2txt

WP2TXT extracts plain text data from Wikipedia dump file (encoded in XML/compressed with Bzip2) stripping all the MediaWiki markups and other metadata.