PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

ImageNet Detection Tricks

Robust Tracking Using Region Proposal Networks

TensorFlow Tutorial and Examples for beginners

Caffe: a fast open framework for deep learning.

Models built with TensorFlow

Caffe models in TensorFlow

Reinforcement learning resources curated

open source driving agent

Keras implementation + pretrained weights for "Wide Residual Networks"

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

ResNet model in TensorFlow

comma.ai for the people to experiment with

Public facing notes page

A list of papers and resources dedicated to deep reinforcement learning

Python/Bash scripts for creating custom Neural Net Training Data -- this repo is for the MNIST format

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.

Node.Js、Golang、Machine Learning、PostgreSQL、Deep Learning

Fast R-CNN

R-CNN: Regions with Convolutional Neural Network Features

Code samples for my book "Neural Networks and Deep Learning"

Designed a Spelling Corrector using Stupid Backoff, interpolated Kneser-Ney, Good-Turing and Laplace N-gram language modelling