qinyanchen7 Goto Github PK

ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

big-data-resources

大数据/数据挖掘/推荐系统/机器学习相关资源

books

整理一些书籍 ,包含 C&C++ 、git 、Java、Keras 、Linux 、NLP 、Python 、Scala 、TensorFlow 、大数据 、推荐系统、数据库、数据挖掘 、机器学习 、深度学习 、算法等。

bookskeeper

对各类图书资源的收集。大量计算机、AI方面书籍。

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

computer-science-cn

🎓计算机技术与科学自学之旅

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

data-analysis

金融市场与体育彩券市场 --- 数据分析与量化交易

data-analysis-with-hadoop

data-science-nanodegree

My complete solutions to the four projects undertaken as part of the Udacity Data Science nanodegree

datamining

数据挖掘开源书

dataminingalgorithm

数据挖掘18大算法实现以及其他相关经典DM算法

deep-learning-from-scratch

深度学习入门-基于Python的理论与实现》，包含源代码和高清PDF(带书签)；慕课网imooc《深度学习之神经网络(CNN-RNN-GAN)算法原理-实战》

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

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.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

machine_learing_study

machinelearning

markdown-here

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

medium_notebook

Repository containing notebooks of my posts on Medium

moviesearching

Assignment2

octave-app

The Octave.app distribution

pygeo-tutorial

Tutorial of geospatial data processing using python 用python分析时空数据的教程(in Chinese and English )

stgcn-pytorch

PyTorch implementation of STGCN

stgcn_ijcai-18

Spatio-Temporal Graph Convolutional Networks

stsgcn

AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting

uber-and-lyft-rides-price-prediction