Zhao's repositories
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more
DetectionTricks
ImageNet Detection Tricks
RPN2T
Robust Tracking Using Region Proposal Networks
TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
caffe
Caffe: a fast open framework for deep learning.
caffe-tensorflow
Caffe models in TensorFlow
awesome-rl
Reinforcement learning resources curated
try
an example to learn to use git
openpilot
open source driving agent
wide_resnets_keras
Keras implementation + pretrained weights for "Wide Residual Networks"
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
tensorflow-resnet
ResNet model in TensorFlow
cs231n.github.io
Public facing notes page
deep-reinforcement-learning-papers
A list of papers and resources dedicated to deep reinforcement learning
JPG-PNG-to-MNIST-NN-Format
Python/Bash scripts for creating custom Neural Net Training Data -- this repo is for the MNIST format
py-faster-rcnn
Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
AlphaGo
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.
Qix
Node.Js、Golang、Machine Learning、PostgreSQL、Deep Learning
fast-rcnn
Fast R-CNN
rcnn
R-CNN: Regions with Convolutional Neural Network Features
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
NLP-Spelling-Corrector
Designed a Spelling Corrector using Stupid Backoff, interpolated Kneser-Ney, Good-Turing and Laplace N-gram language modelling
Spelling-Correction
Implementing Levenstein distance to do spelling correction