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100-days-of-ml-code

100-Days-Of-ML-Code中文版

500lines

500 Lines or Less

ai-for-security-learning

安全场景、基于AI的安全算法和安全数据分析学习资料整理

algorithm

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

autoencoders

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

ax

Adaptive Experimentation Platform

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

buildingmachinelearningsystemswithpython

Source Code for the book Building Machine Learning Systems with Python

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

chinamobilephonenumberregex

Regular expressions that match the mobile phone number in mainland China.

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

data-science-ipython-notebooks

Recently updated with 50 new 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-ocean

:satellite: All You Need to Know About Deep Learning - A kick-starter

deep-learning-with-python

Example projects I completed to understand Deep Learning techniques with Tensorflow.

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，近30万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning-assignment

吴恩达-深度学习-课后作业-答案与总结

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deeplearningbook-chinese

Deep Learning Book Chinese Translation

dive-into-dl-pytorch

本项目将《动手学深度学习》（Dive into Deep Learning）原书中的MXNet代码实现改为PyTorch实现。

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

featuretools

An open source python framework for automated feature engineering

flask_app

ggpy

ggplot port for python

gruvbox-contrib

Ports of the gruvbox colorscheme

hello-algo

《Hello 算法》是一本动画图解、能运行、可提问的数据结构与算法入门书，支持 Java, C++, Python, Go, JS, TS, C#, Swift, Zig 等语言。

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python