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Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

A toolkit for making real world machine learning and data analysis applications in C++

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

《利用Python进行数据分析·第2版》

macOS development environment setup: Easy-to-understand instructions with automated setup scripts for developer tools like Vim, Sublime Text, Bash, iTerm, Python data analysis, Spark, Hadoop MapReduce, AWS, Heroku, JavaScript web development, Android development, common data stores, and dev-based OS X defaults.

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

common data analysis and machine learning tasks using python

Data Science Using Python

A library of extension and helper modules for Python's data analysis and machine learning libraries.

🍊 :bar_chart: :bulb: Orange: Interactive data analysis

有趣的Python爬虫和Python数据分析小项目(Some interesting Python crawlers and data analysis projects)

Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.

This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.

PyPika is a python SQL query builder that exposes the full richness of the SQL language using a syntax that reflects the resulting query. PyPika excels at all sorts of SQL queries but is especially useful for data analysis.

A python module for scientific analysis of 3D data based on VTK and Numpy

📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

[NOT MAINTAINED] Light-weight Python OLAP framework for multi-dimensional data analysis