xzblueofsky

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

algorithm-visualizer

:fireworks:Interactive Online Platform that Visualizes Algorithms from Code

assignment2-2018

(Spring 2018) Assignment 2: Graph Executor with TVM

awesome-algorithm

Leetcode 题解 (跟随思路一步一步撸出代码) 及经典算法实现

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

boost-python-examples

Some examples for the use of boost::python

Deep-Learning-for-Medical-Applications

Deep Learning Papers on Medical Image Analysis

DeepClustering

Deep Clustering

EssentialMath

ezSIFT

ezSIFT: An easy-to-use standalone SIFT library written in C/C++

facenet

Face recognition using Tensorflow

fawkes

Fawkes, privacy preserving tool against facial recognition systems. More info at http://sandlab.cs.uchicago.edu/fawkes

Fundus_Review

Official website of our paper: Applications of Deep Learning in Fundus Images: A Review. Newly-released datasets and recently-published papers will be updated regularly.

getAwayBSG

逃离北上广

learn-shell

lucid

A collection of infrastructure and tools for research in neural network interpretability.

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

odocsfundus

Universal smartphone ophthalmoscope

OIA

Ophthalmic Image Analysis Dataset

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation

programming-books

A project that involves a number of books worth much.

python_skeleton

PythonSIFT

A clean and concise Python implementation of SIFT (Scale-Invariant Feature Transform)

SparseConvNet

Submanifold sparse convolutional networks

temperature_scaling

A simple way to calibrate your neural network.

TensorFlow-From-Zero-To-One

记录自己学习TensorFlow的笔记和代码

tf-pose-estimation

Deep Pose Estimation implemented using Tensorflow with Custom Architecture for fast inference.

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

vimrc

vimrc plugin configuration

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow