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Data Science

624 projects

Showing 36 of 624 projects

xeus-cling
xeus-clingC++

A Jupyter kernel for C++ that enables interactive computing with cling interpreter and xeus protocol.

#xeus#jupyter-kernel#notebook
Stars3.3k
Forks316
Last commit9 months ago
mljar-supervised
mljar-supervisedPython

An Automated Machine Learning Python package for tabular data with feature engineering, hyperparameter tuning, explanations, and automatic documentation.

#fairness-ml#ensemble-learning#random-forest
Stars3.3k
Forks450
Last commit
NLP Roadmap
NLP Roadmap

A visual roadmap and keyword mind map for students learning Natural Language Processing, from basics to SOTA models.

#roadmap#keyword#data-science
Stars3.3k
Forks514
Last commit6 years ago
shapash
shapashJupyter Notebook

A Python library that makes machine learning models interpretable and transparent through user-friendly visualizations and a web application.

#shap#python-library#explainability
Stars3.2k
Forks389
Last commit4 days ago
.NET Interactive
.NET InteractiveC#

An engine and API for running .NET and other languages interactively in notebooks, REPLs, and embedded coding experiences.

#multi-language#embedded-scripting#data-science
Stars3.2k
Forks465
Last commit2 months ago
tslearn
tslearnPython

A Python machine learning toolkit for time series analysis with scikit-learn compatible API.

#python-library#data-science#machine-learning-algorithms
Stars3.2k
Forks374
Last commit1 day ago
SweetViz
SweetVizPython

A Python library for automated exploratory data analysis (EDA) with high-density visualizations and target analysis in two lines of code.

#statistical-analysis#data-science#automated-reporting
Stars3.1k
Forks288
Last commit3 months ago
xLearn
xLearnC++

A high-performance, easy-to-use, and scalable machine learning package for linear models, factorization machines, and field-aware factorization machines.

#ffm#high-performance#python-library
Stars3.1k
Forks515
Last commit2 years ago
shogun
shogunC++

A unified and efficient machine learning toolbox with C++ core and multi-language interfaces, developed since 1999.

#multi-language#research-tool#data-science
Stars3.1k
Forks1.0k
Last commit2 years ago
data-diff
data-diffPython

Fast tool for comparing datasets within or across SQL databases to identify differences.

#database#python-library#data-science
Stars3.0k
Forks310
Last commit2 years ago
Deepnote
DeepnoteTypeScript

An open-source, AI-first data notebook that extends Jupyter with a sleek UI, reactive execution, and native data integrations.

#version-control#jupyterhub#data-science
Stars3.0k
Forks198
Last commit1 day ago
AI Fairness 360
AI Fairness 360Python

An extensible open-source toolkit for detecting, mitigating, and explaining bias in machine learning datasets and models.

#fairness-awareness-model#bias-mitigation#ai
Stars2.8k
Forks912
Last commit1 month ago
ELI5
ELI5Jupyter Notebook

A library for debugging/inspecting machine learning classifiers and explaining their predictions

#data-science#inspection#lightgbm
Stars2.8k
Forks325
Last commit3 months ago
Data Science Projects
Data Science ProjectsJupyter Notebook

A curated collection of hands-on data science project ideas and resources for learning machine learning and AI concepts.

#data-science#kaggle#deep-learning
Stars2.7k
Forks639
Last commit2 years ago
docker-python
docker-pythonPython

Docker image providing the Python environment used by Kaggle Notebooks for data science competitions.

#data-science#kaggle#reproducible-research
Stars2.7k
Forks1.0k
Last commit25 days ago
ml.js
ml.jsJavaScript

A comprehensive collection of machine learning algorithms and mathematical utilities implemented in JavaScript for browser and Node.js.

#browser-ml#regression-analysis#data-science
Stars2.7k
Forks210
Last commit1 year ago
swifter
swifterPython

A Python package that automatically accelerates pandas and Modin DataFrame apply operations by choosing the fastest available method.

#parallelization#parallel-computing#data-science
Stars2.6k
Forks104
Last commit2 years ago
lifelines
lifelinesPython

A pure Python library for survival analysis, modeling time-to-event data with censoring.

#maximum-likelihood#kaplan-meier#data-science
Stars2.6k
Forks574
Last commit4 months ago
Sungjoon's TensorFlow-101
Sungjoon's TensorFlow-101Jupyter Notebook

A collection of beginner-friendly TensorFlow tutorials using Jupyter Notebook, covering deep learning fundamentals and practical applications.

#python-tutorials#data-science#deep-learning
Stars2.6k
Forks730
Last commit
Hamilton
HamiltonJupyter Notebook

A lightweight Python library for creating portable, expressive, and testable data transformation DAGs with built-in lineage and metadata.

#data-lineage#etl-pipeline#python-library
Stars2.6k
Forks201
Last commit5 days ago
Hamilton
HamiltonJupyter Notebook

A Python library for defining portable, modular, and testable data transformation DAGs with built-in lineage and metadata.

#data-lineage#etl-pipeline#python-library
Stars2.6k
Forks201
Last commit5 days ago
PyGraphistry
PyGraphistryPython

A Python library for loading, shaping, embedding, and exploring large graphs with GPU-accelerated visualization and analytics.

#networkx#graph#graph-query-language
Stars2.5k
Forks231
Last commit1 day ago
Bayesian Modelling in Python
Bayesian Modelling in PythonJupyter Notebook

A Python tutorial and cookbook for implementing Bayesian modeling techniques using PyMC3.

#pymc3#bayesian-statistics#data-science
Stars2.5k
Forks405
Last commit9 years ago
hyperlearn
hyperlearnJupyter Notebook

HyperLearn provides 2-2000x faster machine learning algorithms with 50% less memory usage, optimized for all hardware.

#parallel-computing#high-performance#python-library
Stars2.5k
Forks164
Last commit1 year ago
lgo
lgoGo

A Jupyter Notebook kernel and interactive REPL for Go (golang) that enables interactive programming and data analysis.

#jupyter-kernel#notebook#data-science
Stars2.5k
Forks118
Last commit5 years ago
scikit-plot
scikit-plotPython

An intuitive Python library that adds single-line plotting functions for scikit-learn and other machine learning objects.

#classification-metrics#plot#python-library
Stars2.4k
Forks286
Last commit1 year ago
SGX-Full-OrderBook-Tick-Data-Trading-Strategy
SGX-Full-OrderBook-Tick-Data-Trading-StrategyJupyter Notebook

A machine learning framework for developing high-frequency trading strategies using full orderbook tick data.

#market-microstructure#time-series-prediction#high-frequency-trading
Stars2.3k
Forks696
Last commit
Probability and Statistics Cookbook
Probability and Statistics CookbookTeX

A concise mathematical reference covering essential topics in probability theory and statistics.

#data-science#statistics#probability-theory
Stars2.3k
Forks345
Last commit3 years ago
radian <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">
radian <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">Python

A modern R console with multiline editing, syntax highlighting, and improved REPL features.

#python-integration#data-science#syntax-highlighting
Stars2.3k
Forks87
Last commit
Feature Engine
Feature EnginePython

A Python library for feature engineering and selection with scikit-learn compatible transformers.

#open-source#feature-selection#data-science
Stars2.3k
Forks356
Last commit1 day ago
dataprep
dataprepPython

An open-source Python library for low-code data preparation, offering fast EDA, data cleaning, and collection from APIs and databases.

#data-cleaning#datacleaning#connector
Stars2.2k
Forks225
Last commit2 years ago
ML with Ruby
ML with RubyRuby

A curated list of libraries, tutorials, and resources for implementing machine learning in the Ruby programming language.

#ai#open-source#data-science
Stars2.2k
Forks183
Last commit1 year ago
Awesome Machine Learning with Ruby
Awesome Machine Learning with RubyRuby

A curated list of awesome libraries, data sources, tutorials, and resources for machine learning using the Ruby programming language.

#ruby-ecosystem#data-science#deep-learning
Stars2.2k
Forks183
Last commit
RAPIDS cuGraph
RAPIDS cuGraphCuda

A collection of GPU-accelerated graph analytics libraries for creating, manipulating, and executing scalable graph algorithms.

#cuda#high-performance-computing#graph
Stars2.2k
Forks362
Last commit1 day ago
Curated list of R tutorials for Data Science, NLP and Machine Learning
Curated list of R tutorials for Data Science, NLP and Machine LearningR

A curated collection of R tutorials, packages, and resources for Data Science, NLP, and Machine Learning.

#data-science#statistics#r-programming
Stars2.1k
Forks878
Last commit
PyFlux
PyFluxPython

An open-source Python library for probabilistic time series modeling with both frequentist and Bayesian inference methods.

#state-space-models#probabilistic-modeling#python-library
Stars2.1k
Forks244
Last commit2 years ago
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