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ai

Microsoft AI

ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2020

ai_curriculum

Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.

algo

数据结构和算法必知必会的50个代码实现

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

autosmart

awesome-bigdata

A curated list of awesome big data frameworks, ressources and other awesomeness.

awesome-flask

A curated list of awesome Flask resources and plugins

awesome-machine-learning-operations

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome-python-cn

Python资源大全中文版，包括：Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等，由伯乐在线持续更新。

awesome-rl

Reinforcement learning resources curated

awesome-visualization

Give me the data, show you the figures.

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

causalml

Uplift modeling and causal inference with machine learning algorithms

chatgpt-next-web

A well-designed cross-platform ChatGPT UI (Web / PWA / Linux / Win / MacOS). 一键拥有你自己的跨平台 ChatGPT 应用。

chatgpt-on-wechat

chinese-calendar

判断一天是不是法定节假日/法定工作日（查看节假日安排）

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

daf-for-churn

This is our implementation of DAF: Difficulty-Aware Framework (KDD 2021)

data-analysis-and-mining-

Data analysis And Python

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deeprec

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

dlrm

An implementation of a deep learning recommendation model (DLRM)

document-style-guide

中文技术文档的写作规范

elements-of-python-style

Goes beyond PEP8 to discuss what makes Python code feel great. A Strunk & White for Python.

forecasting

Time Series Forecasting Best Practices & Examples

freeml

Data Science Resources (Mostly Free)

god-of-bigdata

大数据面试题，大数据成神之路开启...Flink/Spark/Hadoop/Hbase/Hive...