640 Open source projects that are alternatives of or similar to Python_practice_of_data_analysis_and_mining

Introduction to Data Science

👨🏽‍🏫You can learn about what data science is and why it's important in today's modern world. Are you interested in data science?🔋

서울시 공무원의 업무추진비를 분석하여 진짜 맛집 찾기 프로젝트

ELKI Data Mining Toolkit

TipDM建模平台，开源的数据挖掘工具。

model-describer : Making machine learning interpretable to humans

数据可视化, 数据挖掘, 数据处理 ETL

A collection of Jupyter Notebooks used in conferences or just to have some snippets.

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

A proofreader for your data

Universal Reddit Scraper - A comprehensive Reddit scraping command-line tool written in Python.

Multi-class confusion matrix library in Python

A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

Google Cloud Dataflow provides a simple, powerful model for building both batch and streaming parallel data processing pipelines.

Practical Data Science with Ruby based tools.

Machine learning fundamentals lesson in interactive notebooks

heidi : tidy data in Haskell

Genie: A Fast and Robust Hierarchical Clustering Algorithm (this R package has now been superseded by genieclust)

Taller SparkR para las Jornadas de Usuarios de R

open source for wechat-official-account (ID: PyDataLab)

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

NFStream: a Flexible Network Data Analysis Framework.

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

Ultimate Python library for time series analysis and backtesting at scale

Analyzing the Drugs Descriptions, conditions, reviews and then recommending it using Deep Learning Models, for each Health Condition of a Patient.

Knowage is the professional open source suite for modern business analytics over traditional sources and big data systems.

Dex : The Data Explorer -- A data visualization tool written in Java/Groovy/JavaFX capable of powerful ETL and publishing web visualizations.

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

Job data mining repo for lagou.com

Genie++ Fast and Robust Hierarchical Clustering with Noise Point Detection - for Python and R

UC Berkeley team's submission for RecSys Challenge 2018

source{d} Community Edition (CE)

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

Loan Application Data Analysis

A collection of ML related stuff including notebooks, codes and a curated list of various useful resources such as books and softwares. Almost everything mentioned here is free (as speech not free food) or open-source.

Curated list of Python resources for data science.

the `pipeline` shell command

Analyze Data with Pandas-based Networks. Documentation:

A simple Python wrapper to download tweets data from the Twitter Analytics platform. Particularly interesting for the impressions metrics that are unavailable on current Twitter API. Also works for the videos data.

IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018

TSrepr: R package for time series representations

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

Extract indicators of compromise from text, including "escaped" ones.

🚀 打印设计、可视化、大屏、编辑器、设计器、数据分析、报表设计、组件化、表单设计、h5页面、调查问卷、pdf生成、流程图、试卷、SVG、图形元素、物联网

🎼天池阿里音乐流行趋势预测大赛，项目中涵盖了从初赛到复赛的全部核心代码。复赛的聚合数据可以在百度网盘下载，更详细的思路介绍欢迎访问我的博客。

📈📊📱💻🖥️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、…

Well handling

Various teaching material

Rosie Pattern Language (RPL) and the Rosie Pattern Engine have MOVED!

Scraping statistics, predicting NBA player performance with neural networks and boosting algorithms, and optimising lineups for Draft Kings with genetic algorithm. Capstone Project for Machine Learning Engineer Nanodegree by Udacity.

Python package for consolidated and extensive Univariate,Bivariate Data Analysis and Visualization catering to both categorical and continuous datasets.

The "Python Machine Learning (1st edition)" book code repository and info resource

Twitter数据挖掘及其可视化

Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈

Data Analysis with Bootstrap Estimation in R

Topic Modelling for Humans

一个浏览器端数据爬虫，做每个人的数据助手

The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis

An efficient Python implementation of the Apriori algorithm.

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。