Zhao's repositories
Spelling-Correction
Implementing Levenstein distance to do spelling correction
caffe-tensorflow
Caffe models in TensorFlow
TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
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.
awesome-rl
Reinforcement learning resources curated
caffe
Caffe: a fast open framework for deep learning.
cs231n.github.io
Public facing notes page
deep-reinforcement-learning-papers
A list of papers and resources dedicated to deep reinforcement learning
DetectionTricks
ImageNet Detection Tricks
fast-rcnn
Fast R-CNN
JPG-PNG-to-MNIST-NN-Format
Python/Bash scripts for creating custom Neural Net Training Data -- this repo is for the MNIST format
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
openpilot
open source driving agent
py-faster-rcnn
Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
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
Qix
Node.Js、Golang、Machine Learning、PostgreSQL、Deep Learning
rcnn
R-CNN: Regions with Convolutional Neural Network Features
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
RPN2T
Robust Tracking Using Region Proposal Networks
tensorflow-resnet
ResNet model in TensorFlow
try
an example to learn to use git
wide_resnets_keras
Keras implementation + pretrained weights for "Wide Residual Networks"