Top 507 data-analysis open source projects

📖 [译] Pandas 中文文档（待校对）

MATLAB library for non-negative matrix factorization (NMF): Version 1.8.1

Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)

cell detection in calcium imaging recordings

source{d} Community Edition (CE)

Long list of geospatial tools and resources

🛠 All-in-one web-based IDE specialized for machine learning and data science.

A Portfolio of my Data Science Projects

phy: interactive visualization and manual spike sorting of large-scale ephys data

📈📊📱💻🖥️An elegant modern declarative data visualization chart framework for iOS, iPadOS and macOS. Extremely powerful, supports line, spline, area, areaspline, column, bar, pie, scatter, angular gauges, arearange, areasplinerange, columnrange, bubble, box plot, error bars, funnel, waterfall and polar chart types. 极其精美而又强大的跨平台数据可视化图表框架,支持柱状图、条形图、…

一个浏览器端数据爬虫，做每个人的数据助手

Machine learning fundamentals lesson in interactive notebooks

主要是爬虫与数据分析项目总结，外加建模与机器学习，模型的评估。

豆瓣电影的评分靠谱吗？——一点数据分析的视角

VisIt - Visualization and Data Analysis for Mesh-based Scientific Data

JavaScript data transformation and analysis toolkit inspired by Pandas and LINQ.

Python Adaptive Signal Processing

YouTube Like Count Predictions using Machine Learning

List of tools & datasets for anomaly detection on time-series data.

A light weight, zero dependency, minimal functionality excel read/writer python library

Workshop on basic machine learning, computational modeling, psychophysics, basic data analysis and experiment design

TipDM建模平台，开源的数据挖掘工具。

A real-time interactive web app based on data pipelines using streaming Twitter data, automated sentiment analysis, and MySQL&PostgreSQL database (Deployed on Heroku)

Build a data visualization dashboard with simple snippets of python code

A curated list of awesome scientific Python resources

Notes for Deep Learning Specialization Courses led by Andrew Ng.

Python class to scrape data from rightmove.co.uk and return listings in a pandas DataFrame object

Deep learning meets molecular dynamics.

Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB

A Python library for easy data analysis, visualization, exploration and modeling

Code, Notebooks and Examples from Practical Business Python

the open source thinking tool for problem solvers

Jupyter notebook and datasets from the pandas Q&A video series

Powerful, efficient particle trajectory analysis in scientific Python.

A middleware framework and persistence layer to aggregate and normalize crypto-currency data.

A Julia package for piping a value through a series of transformation expressions using a more convenient syntax than Julia's native piping functionality.

General Assembly's 2015 Data Science course in Washington, DC

This repository is my attempt to help Data Science aspirants gain necessary Data Visualization skills required to progress in their career. It includes all the types of plot offered by Seaborn, applied on random datasets.

repo for code published on pythondata.com

Lending Club Loan data analysis

sources for daal4py - a convenient Python API to oneDAL

Visualize and compare datasets, target values and associations, with one line of code.

R package for exploratory data analysis

A sophisticated smart symptom search engine

R on Apache Spark (SparkR) tutorials for Big Data analysis and Machine Learning as IPython / Jupyter notebooks

Machine Learning and Data Analysis Coursera Specialization from Yandex and MIPT

🔍 Offline Analyzer for extracting features, artifacts and IoCs from Windows, Linux, Android, iPhone, Blackberry, macOS binaries, emails and more

中文版说明

scikit-learn: machine learning in Python

Apache Superset is a Data Visualization and Data Exploration Platform

Roadmap to becoming an Artificial Intelligence Expert in 2021

Ultimate Tennis Statistics and Tennis Crystal Ball - Tennis Big Data Analysis and Prediction

📖 [译] UCB DS100 数据科学的原理与技巧

GDL - GNU Data Language

Light-weight Python OLAP framework for multi-dimensional data analysis

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

The official repository for ROOT: analyzing, storing and visualizing big data, scientifically

Analyse your NGINX access logs and create beautiful maps of the locations from which people access your service.

文章列表

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks