Awesome Datascience📝 An awesome Data Science repository to learn and apply for real world problems.
MatminerData mining for materials science
Orange3🍊 📊 💡 Orange: Interactive data analysis
TweetfeelsReal-time sentiment analysis in Python using twitter's streaming api
Suod(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)
ReaperSocial media scraping / data collection tool for the Facebook, Twitter, Reddit, YouTube, Pinterest, and Tumblr APIs
DatascienceCurated list of Python resources for data science.
LasioPython library for reading and writing well data using Log ASCII Standard (LAS) files
DeepgraphAnalyze Data with Pandas-based Networks. Documentation:
ChirpInterface to manage and centralize Google Alert information
Automlpipeline.jlA package that makes it trivial to create and evaluate machine learning pipeline architectures.
Statistical LearningLecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course
Amazing Feature EngineeringFeature 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.
Prefixspan PyThe shortest yet efficient Python implementation of the sequential pattern mining algorithm PrefixSpan, closed sequential pattern mining algorithm BIDE, and generator sequential pattern mining algorithm FEAT.
QminerAnalytic platform for real-time large-scale streams containing structured and unstructured data.
SmartproxyHTTP(S) Rotating Residential proxies - Code examples & General information
Estadistica Con RApuntes personales sobre estadística, machine learning y lenguaje de programación R
InstascrapePowerful and flexible Instagram scraping library for Python, providing easy-to-use and expressive tools for accessing data programmatically
Pyss3A Python package implementing a new machine learning model for text classification with visualization tools for Explainable AI
Emutomanipulate JSON files
ChefboostA Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting (GBDT, GBRT, GBM), Random Forest and Adaboost w/categorical features support for Python
Data Science Resources👨🏽🏫You can learn about what data science is and why it's important in today's modern world. Are you interested in data science?🔋
LightgbmA fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
SpypiAn (un-)ethical hacking-station based on Raspberry Pi and Python
PdftabextractA set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.
PzadКурс "Прикладные задачи анализа данных" (ВМК, МГУ имени М.В. Ломоносова)
GensimTopic Modelling for Humans
XiocExtract indicators of compromise from text, including "escaped" ones.
Alimusic🎼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。
Fantasy Basketball 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.
MatrixprofileA Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.
AcceleratorThe Accelerator is a tool for fast and reproducible processing of large amounts of data.
EasyocrReady-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
StriplogLithology and stratigraphic logs for wells or outcrop.
TipdmTipDM建模平台,开源的数据挖掘工具。
Rightmove webscraper.pyPython class to scrape data from rightmove.co.uk and return listings in a pandas DataFrame object