Data

Tools

Indexes

Applications

Experiments

Awesome

An open API service indexing awesome lists of open source software.

Data Science

Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge from structured and unstructured data. Data scientists perform data analysis and preparation, and their findings inform high-level decisions in many organizations.

https://github.com/dineshpinto/data-aggregator

A high performance solution to analysing millions of incoming data points using JIT, vectorisation and C arrays.

data-science high-performance numpy python

Last synced: 18 Apr 2026

https://github.com/thecoderpinar/worldpopulationanalysis2024

World Population Analysis 2024: An In-Depth Exploration of Urban and Rural Populations and Infrastructure Accessibility

data-analysis data-science economic-indicators machine-learning population-growth prophet-forecasting

Last synced: 03 Apr 2025

https://github.com/thecoderpinar/stellar-sleuth

This repository contains the code and data for the Astronomical Object Classification Project. The project focuses on classifying celestial objects (stars, galaxies, and quasars) based on their spectral characteristics using data from the Sloan Digital Sky Survey (SDSS).

astronomy classification data-science data-visualization galaxy-classification github machine-learning open-source sdss sky-survey space-exploration spectral-analysis

Last synced: 03 Apr 2025

https://github.com/thecoderpinar/reta

🍃 Explore the world of renewable energy production, analyze historical data, and predict sustainable energy trends. Join us on the journey to a greener future!

arima clean-energy data-analysis data-science data-visualization energy-future forecasting-models innovation renewable-energy sustainability time-series

Last synced: 03 Apr 2025

https://github.com/moindalvs/resume_classification

Business objective- The document classification solution should significantly reduce the manual human effort in the HRM. It should achieve a higher level of accuracy and automation with minimal human intervention

classification classification-algorithm data-science docx docx2txt ensemble-machine-learning pdfplumber resume-app resume-parser text-analysis text-classification text-mining text-processing textract

Last synced: 24 Apr 2026

https://github.com/andrei-vataselu/data-science-snippets

🧰 Essential EDA and Data Cleaning Helpers for Any DataFrame This collection of functions is designed to accelerate exploratory data analysis (EDA), quickly surface data quality issues, and offer high-level insights into the structure and content of your dataset.

artificial-intelligence data data-science eda feature-engineering hyperparamater-tunning library loading model-evaluation modeling preprocessing python snippets text-processing time-series visualization

Last synced: 10 Mar 2026

https://github.com/graphinglib/graphinglib

An object oriented wrapper combining the functionalities of Matplotlib and SciPy

curve-fitting data-science data-visualization figures graph matplotlib plotting scipy

Last synced: 06 Mar 2026

https://github.com/kapsner/docker_images

docker images for data science

data-science docker docker-image python r

Last synced: 04 May 2025

https://github.com/hariprashad-ravikumar/ai-datascience-lab

AI‑DataScience‑Lab is a web app for uploading CSV datasets, cleaning with Pandas, and running quick exploratory analyses and regression models using scikit‑learn. Its modular design supports future AI extensions, like deep learning with TensorFlow or insight generation via the OpenAI API.

ai api azure cloudcomputing data data-analysis data-science data-visualization mathplotlib numpy openai pandas python scikit-learn

Last synced: 02 Aug 2025

https://github.com/johnmackintosh/simd2016_tmap

Mapping SIMD with tmap - static & interactive

data data-science data-visualization mapping r visualisation

Last synced: 20 Mar 2025

https://github.com/fbecerra/fbecerra.github.io

Source code for my website www.fernandobecerra.com

data-analysis data-science data-visualization dataviz interactive-visualizations

Last synced: 20 Mar 2025

https://github.com/rgalyeon/machine_learning_and_data_analysis

Machine Learning and Data Analysis specialization by Yandex and MIPT

coursera data-analysis data-science machine-learning mipt python yandex

Last synced: 02 Jul 2026

https://github.com/ccsi-toolset/measurement-optimization

Code for Measure This, Not That: Optimizing the Cost and Model-Based Informa- tion Content of Measurements

applied-statistics convex-optimization data-science design-of-experiments pyomo

Last synced: 16 Feb 2026

https://github.com/studentiunimi/recommender-system

Recommender System for the Telegram groups of Network StudentiUniMi

data-science python recommender-system telegram

Last synced: 16 May 2026

https://github.com/mohd-faizy/feature-engineering-hacks

This repository contains a collection of hacks and tips for feature engineering. It is a great resource for anyone who wants to learn how to improve the performance of their machine learning models.

chi2 data-science feature-engineering feature-extraction feature-selection machine-learning rfe rfecv

Last synced: 20 Jun 2025

https://github.com/taeefnajib/fake-news-detection-using-naive-bayes

We have created a model to determine if a piece of news is fake or not, based on its title. We have used 3 Naïve Bayes algorithms, namely Gaussian, Bernoulli and Multinomial.

classification data-science fake-news machine-learning naive-bayes-classifier python

Last synced: 17 May 2026

https://github.com/bkataru/physics-ia

Programs and files written for Astrostatistics for IB Physics IA. Topic: Visualizing and analyzing the habitable zones for 150,000 stars from the hipparcos catalogue.

astronomical-algorithms astronomy astrophysics astrostatistics data-analysis data-science data-visualization matplotlib plotting

Last synced: 07 Jul 2025

https://github.com/kriss024/anaconda-python-and-pytorch

Anaconda Python 3.8.8 with PyTorch Docker image

catboost data-science docker jupyter-notebook python pytorch xgboost

Last synced: 17 Apr 2026

https://github.com/DeutscheAktuarvereinigung/Data_Science_Challenge_2020_Betrugserkennung

In this notebook we take a look at a relevant project that is frequently encountered by insurers: Fraud Detection. For this purpose we use a car data set from a public source and will show the necessary steps to establish an automated fraud detection.

actuarial-modeling betrugserkennung challenge data-science datasciencechallenge fraud-detection frauddetection

Last synced: 20 Jul 2025

https://github.com/csinva/imodels-playground

Demos for visualizing how rule-based models work.

ai data-science imodels interpretability machine-learning rules xai

Last synced: 21 Jul 2025

https://github.com/ruddra/project-capstone-nyc-fights-pandemic

Capstone Project: Find Best Neighborhood to Fight Pandemic in NYC

coursera covid-19 data-science ibm nyc

Last synced: 02 Mar 2025

https://github.com/humol-e/graficator

Herramienta para la graficación de datos en tiempo real de manera serial desde distintos sensores con microcontroladores mediante la lectura serial de datos.

data-science graphs microcontroller streamlit

Last synced: 30 Jun 2026

https://github.com/pranabdas/machine-learning

Machine learning and data science journey.

data-science machine-learning numpy pandas python sklearn

Last synced: 12 Jul 2025

https://github.com/royruddle/vizdataquality

Python package for visualizing data quality

data data-science data-visualization jupyter-notebook missing-data python

Last synced: 05 May 2025

https://github.com/atxtechbro/flightradar24

Advanced Python application leveraging the power of APIs and the pandas library to retrieve and perform in-depth analysis of flight data from Flightradar24. It uncovers insights such as the most common departure and arrival cities, contributing to the field of aviation data science.

api-integration aviation-data data-analysis data-science data-visualization flightradar24-api pandas-library python requests-library web-scraping

Last synced: 21 Mar 2025

https://github.com/gianlucatruda/ann-from-scratch

An artificial neural net built in pure Python.

classifier data-science example mnist neural-network python

Last synced: 03 Apr 2025

https://github.com/nabilalibou/uber_fare_prediction_explained

This repository documents a complete ML workflow to model Uber fares in Paris, from granular EDA and feature engineering to building and fine-tuning a stacking regressor on 10k real-world rides.

data-analysis data-science eda feature-engineering machine-learning predictive-analytics pricing-model python regression-model stacking-ensemble uber

Last synced: 30 Jun 2026

https://github.com/mcaelanremigio/sdsu_undergraduate_os

Statistics: Data Science major at SDSU sharing applied data science projects and leadership work developed alongside my undergraduate studies.

analytics data-science leadership portfolio professional-development python r sas sdsu sql statistics

Last synced: 30 Jun 2026

https://github.com/repnot/coursera_capstone

Capstone project repository for the IBM Data Science program offered on Coursera

api-rest data-science database ibm-db2 ibm-watson python sql

Last synced: 10 Apr 2025

https://github.com/chaitanyac22/customer-segmentation-using-rfm-analysis-for-online-retail

This project uses RFM (Recency, Frequency, and Monetary) segmentation to analyze customer behavior and provide insights for targeted marketing campaigns. By classifying customers based on their purchasing patterns, strategies can be tailored to improve customer retention, drive growth, and maximize the lifetime value of each customer.

customer-segmentation data-analysis data-science data-visualization exploratory-data-analysis marketing numpy pandas python python3 rfm rfm-analysis rfm-segmentation

Last synced: 11 Jun 2025

https://github.com/schbenedikt/datamining

Heise (https://heise.de) News Crawler

data data-science heise postgresql web-crawler

Last synced: 10 Apr 2025

https://github.com/wfamous/fiv_update-data

This project automates the retrieval, processing, and publishing of digital product data for our Shopify store. It integrates Google Cloud Platform (GCP), Amazon Web Service (AWS), Terraform (Tofu), Python, Bash, Ansible and GitHub Actions to manage data pipelines efficiently.

ansible aws bash data data-analysis data-science devops gcp python pythonpackage shopify terraform tofu

Last synced: 17 Feb 2026

https://github.com/marx-wrld/auto-machine-learning-app

This project is a machine learning code that uses Python Streamlit, pycaret, pandas and plotly. This simple web app then allows a user to generate predictions based on his/her uploaded dataset, then also generate a profile report of this dataset and then finally download the built model for his/her use.

data-science machine-learning python

Last synced: 15 May 2026

https://github.com/zenwor/table_editor

A simple table data editor, with easily scalable functions and operations & a nice GUI

data data-science formula java parser parsing preprocessing swing tokenizer

Last synced: 22 Jun 2025

https://github.com/jesusgraterol/bitcoin-lightning-network-stats-dataset-builder

The dataset builder script extracts Bitcoin's Lightnining Network statistics through Mempool.space's public API. The data is stored in a .csv file, facilitating its use in data science and machine learning projects.

bitcoin blockchain blockchain-technology data data-science dataset dataset-generation lightning-network machine-learning

Last synced: 16 May 2026

https://github.com/maastrichtu-ids/dsri-openshift-applications

🔭 DEPRECATED - Applications for the Data Science Research Infrastructure OpenShift cluster at Maastricht University

data-science data-science-research dsri openshift

Last synced: 20 Jan 2026

https://github.com/smahala02/monte-carlo-simulation

A comprehensive tutorial on Monte Carlo Simulation using Python, demonstrating how random sampling and probabilistic models can be used for various real-world applications, including finance, physics, and engineering.

data-science machine-learning monte-carlo-simulation probability python random-sampling

Last synced: 11 Apr 2025

https://github.com/lukanedimovic/table_editor

A simple table data editor, with easily scalable functions and operations & a nice GUI

data data-science formula java parser parsing preprocessing swing tokenizer

Last synced: 04 Apr 2025

https://github.com/viadee/nexus-x-ray

Data analysis tooling - What is my nexus server actually doing?

data-science nexus r

Last synced: 10 Sep 2025

https://github.com/subhangisati/identification-of-gemstone-using-mobilenetv2-and-transfer-learning

The project focuses on Identification of various Gemstone. The dataset consists of 87 classes.It shows the whole progress and model used to achieve final accuracy. You will gain knowledge of Computer Vision, The model used are CNN(Convolutional Neural Network), MobileNetV2 and VGGNet,The final model used was transfer learning with model MobileNetV2

artificial-intelligence classification computer-vision convolutional-neural-networks cv2-library data-science deep-learning deep-neural-networks keras-neural-networks keras-tensorflow machine-learning multiclass-image-classification numpy-library pandas-dataframe python scikit-learn seaborn-python tensorflow

Last synced: 06 Mar 2026

https://github.com/oelin/polynomial-regression

Demonstrating how to use crude MDL to regularize polynomial regression models.

coding-theory data-compression data-science machine-learning minimum-description-length statistics

Last synced: 05 May 2026

https://github.com/abhijit2505/data-science

This repository containts the projects that I have done along With my Data Science MOOCs from Coursera.

data-science kaggle-dataset logistic-regression-algorithm practice-codes regression-algorithms

Last synced: 19 Jun 2025

https://github.com/exasol/transformers-extension

An Exasol extension for using state-of-the-art pretrained machine learning models via the Hugging Face Transformers API.

data-science exasol exasol-integration huggingface-transformers machine-learning transformers

Last synced: 10 Apr 2025

https://github.com/zachpinto/tools

Personal collection of tools, libraries, and other resources for computational sciences

ai artificial-intelligence data-science landscape machine-learning toolkit tools

Last synced: 17 Feb 2026

https://github.com/sreichl/ds_setup_example

Example project repository to showcase my blog post "A Data Scientist's Guide to a Comprehensive Setup".

conda data-science github jupyterlab reproducibility snakem

Last synced: 30 Apr 2026

https://github.com/tibcosoftware/catalystml

CatalystML is an open source specification for real-time feature processing, purpose built to transform data for machine learning models.

ai artificial-intelligence data-science data-transformation feature-prep machine-learning

Last synced: 19 Jul 2025

https://github.com/arzan101/ev--car-data-analysis

This Power BI dashboard provides an interactive and data-driven overview of the electric vehicle (EV) landscape. It visualizes key insights across various dimensions including sales trends, model performance, manufacturer comparisons, and market growth. The purpose of the dashboard is to enable stakeholders to explore and analyze development

data-analysis data-science data-visualization database datacleaning excel powerbi

Last synced: 17 Jun 2025

https://github.com/navdeep-g/edastudio

A Shiny Application for Exploring Data

data-mining data-science data-visualization ggplot2 r shiny

Last synced: 13 Apr 2025

https://github.com/curso-r/main-r4ds-2

R para Ciência de Dados II

data-science r teaching

Last synced: 26 Mar 2025

https://github.com/magnusax/automl

The project aims to develop a customized ML framework on top of existing libraries

data-science machine-learning machine-learning-algorithms machine-learning-library python scikit-learn

Last synced: 20 Jan 2026

https://github.com/jakebrehm/demesstify

📱Demystifies your messages and allows for easy analysis and visualization of conversations.

data-analysis data-science imessage messages messaging nlp pandas python sentiment-analysis visualization wordcloud

Last synced: 13 Apr 2025

https://github.com/kriss024/Spark

Spark for Data Science and ETL process.

data-science jupiter-notebook machine-learning mllib pyspark spark spark-sql

Last synced: 17 Jul 2025

https://github.com/memair/apps

App Store for Memair

apps appstore data data-science quantified-self

Last synced: 06 Apr 2026

https://github.com/pharo-ai/a-priori

Implementation of A-Priori algorithm in Pharo

apriori-algorithm data-mining data-science frequent-itemsets pharo

Last synced: 01 Jul 2026

https://github.com/raj-pulapakura/house-prices-prediction-model

Regression model for predicting house prices of residential homes in Ames, Iowa. Dataset contains 79 explanatory variables. Project includes key topics such as dataset cleaning, feature selection/engineering, EDA and applying grid search to find the best model.

ai boosted-trees data-science eda feature-engineering feature-selection prediction-model regression

Last synced: 19 Jun 2025

https://github.com/abhimishra91/hackathon-framework

Framework that will be used for Data Hackathon

data-science framework kaggle-competition

Last synced: 16 Jun 2025

https://github.com/equinor/ml-pitfalls

Material for a short course on pitfalls in machine learning

course-materials data-science machine-learning pitfalls short-course

Last synced: 01 May 2025

https://github.com/aditya172926/findash

A dashboard developed to visualize Stocks with multiple interactive plots.

algorithms data-science machine-learning python python3

Last synced: 17 Jul 2025

https://github.com/rajspeaks/indian-rainfall-prediction-with-machine-learning-approach

Rainfall Analysis & Prediction in India using Machine Learning approach. This project was pre-trained model from where it has been reconstructed. It has been done under the mentor-ship of LinuxWorld Informatics Private Limited.

analysis data-science machine-learning machine-learning-algorithms machinelearning ml prediction-model rajdeep-das rajspeaks

Last synced: 04 Apr 2025

https://github.com/mgobeaalcoba/exploratory_data_analysis_course

Un repositorio donde iré cargando tutoriales y practicas de trabajos de analisis de datos exploratorios con pandas, numpy, mathplotlib, Plotly, etc

data-science deepnote google-colab jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 07 Apr 2026

https://github.com/marlenezw/speech-to-text

Turn any video or audio recording into a written transcript using python

data data-science python speech speech-recognition speech-synthesis speech-to-text

Last synced: 27 Apr 2026

https://github.com/emso-exe/churn_clientes_de_banco

Projeto de análise de churn, utilizando machine learning na classificação de dados de clientes que poderão ou não efetuar o encerramento de conta bancária.

analise-de-dados ciencia-de-dados data-analytics data-science dataanalytics kaggle kaggle-dataset machine-learning machinelearning python python-3 python3

Last synced: 08 Sep 2025

https://github.com/zackakil/rotting-zombie-model

🧟 Resources for fighting back against the rotting of your deployed machine learning models. Predicting zombies!

data-science google-cloud machine-learning zombies

Last synced: 12 Jul 2025

https://github.com/atomashevic/pymadoc

Python package to download and combine parts of MADOC dataset

bluesky data-science dataset koo pypi-package python reddit voat

Last synced: 08 Jul 2025

https://github.com/urbanadventurer/lyricmind

LyricMind is a comprehensive system designed for fetching, caching, and analyzing song lyrics. It integrates multiple lyrics providers, utilizes language models for in-depth lyrical analysis, and offers both a Command Line Interface (CLI) and a RESTful API for interaction.

ai-for-good cbt chatgpt cli content-moderation data-science langchain llm lyricmind lyrics-analysis machine-learning mental-health music music-therapy natural-language-processing nlp openai python rest-api spotify-api

Last synced: 10 Sep 2025

https://github.com/phenomsg/restaurant-review-analysis

This project utilizes the power of BERT (Bidirectional Encoder Representations from Transformers) for sentiment analysis

bert-model data-science huggingface natural-language-processing python transformers

Last synced: 16 May 2026

https://github.com/himanshu231204/featurementor-ai

🧠 AI-powered Feature Engineering Mentor for ML students. Upload any CSV → get smart preprocessing recommendations with Google Gemini explanations. Learn WHY, not just HOW. Built with Streamlit + Python. ⭐ Star if useful!

data-analysis data-preprocessing data-science feature-engineering generative-ai pdf-report streamlit

Last synced: 04 Apr 2026

https://github.com/sd2001/ceol

Data Mining Group project | Spotify Recommendation System

data-mining data-science music recommendation-system spotify-api

Last synced: 11 Apr 2025

https://github.com/carcesar/covid

Este repositório que abriga o projeto final da matéria de Visualização de Informação do Mestrado da Emap-FGV

data-science data-visualization map-covid-19

Last synced: 15 Jun 2025

https://github.com/shogunbanik18/custoseg

Custoseg is an algorithmic Marketing based Project to do Customer Segmentation using KMean Clustering Algorithm and targeted Recommendations based on each segment

data-science kmeans-clustering-algorithm machine-learning unsupervised-machine-learning

Last synced: 08 Jul 2025

https://github.com/cherylisabella/statistics--caret

Training Regression and Classification Models using caret

data data-analysis data-mining data-science datascience dataset r statistics

Last synced: 24 Jun 2025

https://github.com/danielendler/datason

A comprehensive Python package for intelligent serialization that handles complex data types with ease, especially ML/AI workflows.

ai api-development data-persistence data-science deserialization json machine-learning ml numpy pandas python pytorch scikit-learn serialization tensorflow workflow-automation

Last synced: 06 Mar 2026

Data Science Awesome Lists
awesome-datascience 944 Awesome-pytorch-list 707 awesome-bigdata 668 awesome-R 486 awesome-mlops 314 awesome-jupyter 208 awesome-computer-science-opportunities 153 awesome-python-data-science 382 football_analytics 56 awesome-public-real-time-datasets 83 awesome-business-intelligence 231 awesome-streamlit 101 awesome-fraud-detection-papers 225 yt-channels-DS-AI-ML-CS 195 awesome-generative-ai-data-scientist 180 awesome-google-colab 73 awesome-data-analysis 936 CV-pretrained-model 103 StarryDivineSky 108 awesome-learn-datascience 43 data-science-with-ruby 101 awesome-r-learning-resources 140 awesome-data 32 awesome-feature-engineering 69 awesome-data-agents 155 awesome-time-series-segmentation-papers 135 awesome-ai 493 DMG-Data-Science-Awesome 198 awesome-materials-informatics 133 ai-catalog 294 awesome-python 956 Awesome-Distributed-Deep-Learning 44 machine-learning-resources 56 Data-Science 71 awesome-h2o 96 awesome-data-centric-ai 31 awesome-scientific-python 131 awesome-ml-blogs 95 awesome-arcgis-developers 182 data-science-learning-path 70 100-AI-Machine-learning-Deep-learning-Computer-vision-NLP 244 Data-Engineering-Roadmap 119 awesome-kubeflow 152 awesome-code-benchmark 232 awesome-python-machine-learning-resources 1,884 awesome-data-contracts 58 awesome-Iran-datasets 82 awesome-AI-tutorials-surveys 134 recommendations-for-engineers 1,200 awesome-computer-vision-resources 307
Data Science Categories
A01_文本生成_文本对话 2,414 Uncategorized 1,827 Languages 1,012 前端开发框架及项目 767 Books 624 The Data Science Toolbox 598 Table of Contents 593 其他_机器学习与深度学习 550 Machine Learning 528 100 + 𝗔𝗿𝘁𝗶𝗳𝗶𝗰𝗶𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗟𝗶𝘀𝘁 𝘄𝗶𝘁𝗵 𝗰𝗼𝗱𝗲 495 Research Articles and Reports 424 Python 400 Literature and Media 384 网络服务 368 Data Versioning for Machine Learning 361 Awesome Resources 356 Paper implementations 341 后端开发框架及项目 319 其他_机器视觉 315 Tools 295