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agriculture_knowledgegraph

农业知识图谱(KG)：农业领域的信息检索，命名实体识别，关系抽取，分类树构建，数据挖掘

algorithms

Solved algorithms and data structures problems in many languages

awesome-distributed-systems

Awesome list of distributed systems resources

awesome-podcasts

Collection of awesome podcasts

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision Project Ideas

awesome-robotics-libraries

:sunglasses: A curated list of robotics libraries and software

best-of-jupyter

Jupyter Tips, Tricks, Best Practices with Sample Code for Productivity Boost

chinese-dos-games

🎮 Chinese DOS games in browser.

d3graphtheory

Interactive webapp meant to be used as graph theory tutorials.

deep-person-reid

Pytorch implementation of deep person re-identification approaches.

deeplearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

deeplearningbook-notes

Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)

exercises-in-programming-style

Comprehensive collection of programming styles using a simple computational task, term frequency

fast-pandas

Benchmark for different operations in pandas against various dataframe sizes.

freeml

Data Science Resources (Mostly Free)

juice

The Hacker's Machine Learning Engine (formerly known as leaf)

keras-flask-deploy-webapp

:smiley_cat: Pretty&simple image classifier app template. Deploy your own trained model or pre-trained model (VGG, ResNet, Densenet) to a web app using Flask in 10 minutes.

labnotebook

LabNotebook is a tool that allows you to flexibly monitor, record, save, and query all your machine learning experiments.

machine_learning_nano_degree

mathsdl-spring18

Topics course Mathematics of Deep Learning, NYU, Spring 18

python-for-data-scientists

Deliverable: This Jupyter notebook will help aspiring data scientists learn and practice the necessary python code needed for many data science projects.

pytorch-nlp

Text utilities and datasets for PyTorch

pytorch-template

PyTorch template project

reinforcement-learning-an-introduction

Python implementation of Reinforcement Learning: An Introduction

resumesample

Resume template for Chinese programmers . 程序员简历模板系列。包括PHP程序员简历模板、iOS程序员简历模板、Android程序员简历模板、Web前端程序员简历模板、Java程序员简历模板、C/C++程序员简历模板、NodeJS程序员简历模板、架构师简历模板以及通用程序员简历模板

rl-adventure

Pytorch easy-to-follow step-by-step Deep Q Learning tutorial with clean readable code.

seglearn

Python module for machine learning multivariate time series:

stats337

Readings in applied data science

tensorflow

Computation using data flow graphs for scalable machine learning

textdistance

Compute distance between sequences. 30+ algorithms, pure python implementation, common interface.