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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/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/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/is-leeroy-jenkins/badger

A data science & analysis toolkit for federal analysts with the environmental protection agency based on WPF, Net 8, and is written in C#.

ai budget budget-management data-analysis data-science data-visualization federal-government large-language-models machine-learning

Last synced: 14 Oct 2025

https://github.com/silvermete0r/31github

31 Days of Programming Challenge - Machine Learning Algorithms & Data Analysis

data-science deep-learning machine-learning python statistics streamlit tensorflow

Last synced: 11 Jan 2026

https://github.com/sarvamm/datars-ai

Automated data analysis powered by local LLMs

chatbot data-science data-visualization llms streamlit

Last synced: 26 Jun 2025

https://github.com/jorgeandrespadilla/data-science-course

Data Science Course by Jennifer Widom (UDLA, 2022)

data-mining data-science machine-learning network-analysis

Last synced: 19 Oct 2025

https://github.com/maastrichtu-ids/fair-workshop

๐Ÿงญ 10th February 2021๐Ÿงญ A repo for the first FAIR essential workshop at Maastricht University

data-science fair open-science

Last synced: 21 Jan 2026

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/jhudsl/reproducibility_in_cancer_informatics

This course introduces the concepts of reproducibility and replicability in the context of cancer informatics. It is the first course in a two part course on reproducibility. It uses hands-on exercises to demonstrate in practical terms how to increase the reproducibility of data analyses.

audience-researchers category-best-practices code-review data-science github informatics itn-course notebooks open-source organization package-versions python r reproducibility

Last synced: 27 Feb 2025

https://github.com/amirhosseinhonardoust/fake-review-detector

An AI-powered Fake Review Detector built with Python, Streamlit, and Scikit-learn. Uses TF-IDF vectorization, Logistic Regression, and behavioral text analytics (sentiment, exclamations, clichรฉs) to identify synthetic or spammy product reviews. Includes training scripts and a full interactive dashboard.

ai-project dashboard data-science data-visualization fake-review-detection logistic-regression machine-learning natural-language-processing nlp python sentiment-analysis sklearn streamlit text-classification tfidf

Last synced: 06 Nov 2025

https://github.com/codebypinar/reta

๐Ÿƒ 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: 12 Oct 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/thosvarley/syntropy

A python package for information-theoretic analysis of discrete and continuous data.

data-science information-theory scientific-computing toolset

Last synced: 19 Jan 2026

https://github.com/heyfoz/python-asl-detection

A Python ASL detection script utilizing a TensorFlow image classification model trained from scratch. It is tailored to recognize American Sign Language (ASL) alphabet letters from live video streams, and provides documentation covering the neural network architecture, installation, dataset details, training procedures, and real-time detection.

asl asl-alphabet asl-alphabet-translator computer-vision convolutional-neural-networks data-science deep-learning hand-tracking image-classification image-recognition keras machine-learning mediapipe neural-network python tensorflow

Last synced: 02 Feb 2026

https://github.com/richardwarepam16/loan-prediction

This a practice project for Classification model with different models like Logistic Regression, Decision Tree Classifier, Random Forest Classifier and Xgboost Classifier. At the end, Logistic Regression gave the best result.

classification data-science hackathon loan-default-prediction loan-prediction loan-prediction-analysis logistic-regression machine-learning python3 random-forest regression

Last synced: 19 May 2026

https://github.com/pktippa/learning

All Learning Documentation

computer-science data-science

Last synced: 13 Oct 2025

https://github.com/oklabflensburg/open-social-map

Digitaler Sozialatlas als Grundlage fรผr verschiedene Planungsaktivitรคten in Flensburg mit den aktuellen und historischen Strukturdaten gegliedert nach Stadtteilen

aggregation data-science data-visualization hacktoberfest opendata urban-planning

Last synced: 25 Feb 2025

https://github.com/aravind-selvam/covid_dashboard

With Covid death and vaccine data. I have created a dashboard.

covid-19 data-analysis data-science data-visualization tableau tableau-public visualization

Last synced: 08 Mar 2026

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

๐ŸงŸ 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/njlyon0/collab_vargas-quality-control-talk

Presentation for Santa Barbara R Users In June 2022

code-tutorials data-science teaching-materials

Last synced: 22 Jul 2025

https://github.com/jrg94/personal-data

A collection of real-world CSV files for data analysis

csv data-science

Last synced: 17 Jan 2026

https://github.com/mollybeach/scrambledegg

scrambledEgg scramble file names in Javascript API

api data-science file javascript

Last synced: 09 Sep 2025

https://github.com/sqlballs/baseballanalytics

This is the repository for all of my baseball analytics demos and sample code from any of the presentations I give

data-science database excel powerbi powerpivot r sql-server

Last synced: 04 May 2026

https://github.com/ssiarhei115/customer-classification

Developing ML model predicting bank' customer inclination to open a deposit

big-data big-data-analytics data data-science data-visualization mashine-learning

Last synced: 09 Apr 2025

https://github.com/itrummer/naturalminer

Mine data for patterns described in natural language

data-mining data-science foundation-model language-model nlp

Last synced: 07 Mar 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/lcvriend/humannotator

Library for creating annotator tools for Python/Jupyter

annotation-tool annotator data-science dataframe jupyter pandas python text-classification

Last synced: 20 Feb 2026

https://github.com/amirali5/master-in-data-science-at-wut

In this repository, I document my journey through the Master of Data Science program at Warsaw University of Technology, which was fully funded by the Polish National Agency for Academic Exchange (NAWA) and successfully completed from October 2021 to October 2023.

data-science master warsaw-university-of-technology

Last synced: 15 May 2025

https://github.com/mrtkp9993/tradesly-supres

Calculate support and resistance levels for a given ticker.

data-science finance investment python technical-analysis technical-indicators trade trading

Last synced: 18 Feb 2026

https://github.com/mainakverse/ml-algorithms-starter

List of machine learning algorithms that are needed to start with ML projects and lay a foundation into data science

data-analysis data-science jupyter-notebooks machine-learning-algorithms practice

Last synced: 19 Apr 2025

https://github.com/hypertrial/stacking_sats_pipeline

Stacking Sats - A Hypertrial Open-Source Initiative

bitcoin data-engineering data-science python stacking-sats

Last synced: 16 Jan 2026

https://github.com/johnsesana/statistics-for-ds

General guide on topics to study for Data Science and Machine Learning

data-science machine-learning python statistics

Last synced: 22 Jan 2026

https://github.com/sherylhyx/auroc-vs-auprc

Code for final year project: AUROC vs AUPRC.

classification data-science machine-learning random-forest regression

Last synced: 26 Mar 2025

https://github.com/jakebrehm/demesstify

๐Ÿ“ฑDemystifies 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/fratorgano/dimensionality-reduction

Project to learn a bit more about dimensionality reduction techniques

data-science data-visualization dimensionality-reduction isomap lle umap university-project

Last synced: 25 Feb 2026

https://github.com/shervinnd/imdb-sentiment-analysis-lstm

๐Ÿ” Dive into sentiment analysis with this LSTM model on the IMDB dataset! Classify movie reviews as positive or negative with high accuracy. ๐Ÿ“Š Features ROC curves, custom predictions, and TensorFlow-powered training. Explore code, visualizations, and results.๐Ÿš€

binary-classification data-science deep-learning imdb-dataset jupyter-notebook lstm machine-learning natural-language-processing neural-networks nlp python roc-curve sentiment-analysis tensorflow text-classification

Last synced: 15 Sep 2025

https://github.com/mljar/enrichment

Data enrichment with AI for pandas DataFrame

data-analysis data-enrichment data-science openai pandas

Last synced: 01 Jul 2025

https://github.com/quantumudit/uk-student-accommodation-analysis

This project focuses on scraping student properties related data from the UK Student Accommodation website; performing necessary transformations on the scraped data and then analyzing & visualizing it using Jupyter Notebook and Power BI.

data-analysis data-science data-transformation data-visualization etl jupyter-notebook power-bi python webscraping

Last synced: 27 Apr 2026

https://github.com/kappil-garg/verba-metrics-gui

Advanced desktop app for sentiment analysis, readability assessment, and ML model training using Spring Boot, Java Swing, and Weka

classification data-science desktop-application flesch-kincaid flesch-reading-ease gradle h2-database java java-21-lts machine-learning-projects nlp random-tree readability spring-boot swing-gui weka

Last synced: 27 Jan 2026

https://github.com/hq969/bharatinternproject-01

The SMS Spam Detection Module is a machine learning-based text classification system designed to identify spam messages in SMS texts. Using Natural Language Processing (NLP) and machine learning algorithms, this model classifies messages as either spam or legitimate (ham), helping to filter out unwanted messages.

data-science sms-api spam-detection

Last synced: 15 Oct 2025

https://github.com/guslovesmath/top_tech_sp_500_forecasting

Forecasting the stock market is difficult. I sought to observe the relationship between Apple's stock price and others in the S&P500. In doing this, I was able to conclude that stocks in the tech industry can help predict a trend in Apple's Percent change.

arima-forecasting arima-model data data-science forecasting vector-autoregression

Last synced: 14 Mar 2025

https://github.com/keckelt/gpu-price-scraper

Scraping available GPU listings from HardwareLuxx.

data-science gpu visualization webscraping

Last synced: 09 Aug 2025

https://github.com/visionkernel/centerspoke

Centerspoke is a data management and analysis tool that allows easy access to cloud databases. Say goodbye to using excel for data management. This open-source CLI tool allows for the rapid processing and analysis of all your data, and makes it easy to upload your excel files into your cloud databases.

cli cloud-database data-aggregation data-analysis data-analysis-python data-management data-science python python3

Last synced: 24 May 2026

https://github.com/materials-data-science-and-informatics/survey_dashboard

A dashboard build with bokeh to provide interative data visualization and exploration of survey results.

bokeh bokeh-dashboard bokeh-server data-science data-visualization hmc interactive-visualizations panel panel-app survey-app survey-visualization

Last synced: 16 Mar 2025

https://github.com/luminati-io/Amazon-dataset-samples

A sample dataset of over 1,000 Amazon product listings, extracted using the Bright Data API, perfect for competitive analysis, market trends, and eCommerce insights.

amazon api data-analysis data-science dataset ecommerce products web-scraping

Last synced: 09 Apr 2025

https://github.com/anwielts/datasheet-for-dataset

Automatically create standardized documentation for the dataset used in your ML project

artificial-intelligence data-science documentation machine-learning python

Last synced: 14 Jan 2026

https://github.com/programandoconro/covid19-rockerfiles

Dockerfiles to obtain and analyze ๐Ÿ’ŠCOVID19 data ๐Ÿ“ˆ๐Ÿ“‰ from different sources using Rstudio-server and Shiny Apps ๐Ÿ“Š

bash canarias covid-19 covid-19-spain covid19-data data-science data-visualization docker dockerfiles islands kaggle podman python3 r rocker rstudio rstudio-server shiny spain virtual-containers

Last synced: 09 Apr 2026

https://github.com/quantumudit/analyzing-goodreads-famous-quotes

This project focuses on scraping famous quotes and their related data from the GoodReads website; performing necessary transformations on the scraped data and then analyzing & visualizing it using Jupyter Notebook and Power BI.

data-analysis data-science data-transformation data-visualization etl jupyter-notebook power-bi python webscraping

Last synced: 20 May 2026

https://github.com/mribeirodantas/dsman

Data Science project Manager

data-science project-management scaffolding

Last synced: 30 Jul 2025

https://github.com/rohitxsh/rt-india-covid-19

Data science model being used for calculating Rt on Rt-India website (Frontend is built on Dash Framework).

covid-19 covid-19-india dash dash-framework data-science python python3

Last synced: 05 Oct 2025

https://github.com/coatless-rpkg/ucimlrepo

An unofficial R port of the Python package to download data off of the UCI ML repository

data data-science machine-learning rstats statistics uci-machine-learning uci-machine-learning-repository web-api

Last synced: 28 Jun 2025

https://github.com/camara94/data-visualization-with-python

Data visualization and some of the best practices when creating plots and visuals. The history and architecture of Matplotlib, and how to do basic plotting with Matplotlib. Generating different visualization tools using Matplotlib such as line plots, area plots, histograms, bar charts, box plots, and pie charts. Seaborn, another data visualization library in Python, and how to use it to create attractive statistical graphics. Folium, and how to use to create maps and visualize geospatial data.

data data-science data-structures data-visualization python3

Last synced: 16 May 2026

https://github.com/okwilkins/my-degree

An individualised degree with a focus on full-stack data science that aims to iron out flaws in my knowledge.

data-science deep-learning leadership learning machine-learning management neural-network

Last synced: 12 Jun 2025

https://github.com/tushar2704/wine_quality

This project aims to predict the quality of wines using various machine learning algorithms. It utilizes the MLflow platform to manage the end-to-end machine learning lifecycle, including data preprocessing, model training, hyperparameter tuning, and deployment on AWS EC2.

artificial-intelligence aws cicd css dagshub data-science deployment docker flask-application html python streamlit-tushar2704 tushar2704

Last synced: 07 Apr 2026

https://github.com/mlr-org/mlr3data

Data sets used in the book, gallery, or in examples of mlr3.

data data-science data-sets machine-learning mlr3 r r-package

Last synced: 09 Apr 2025

https://github.com/nikoshet/amazon-customer-reviews-data-mining

Project for course 'Data Mining' for M.Sc. 'Data Science and Machine Learning' in NTUA

data-mining data-science keras-tensorflow numpy pandas python

Last synced: 07 May 2025

https://github.com/walidalsafadi/titanic-disaster

In this challenge, we ask you to build a predictive model that answers the question: โ€œwhat sorts of people were more likely to survive?โ€ using passenger data (ie name, age, gender, socio-economic class, etc).

data-analysis data-science decision-trees eda gradient-boosting knearest-neighbors machine-learning-algorithms naive-bayes random-forest titanic-kaggle titanic-survival-prediction

Last synced: 16 Mar 2025

https://github.com/okenakt/protium

Interactive Python environment for VS Code with flexible execution in your workflow

data-science jupyter machine-learning python repl vscode

Last synced: 29 May 2026

https://github.com/alvertogit/datascience

Data Science AI Artificial Intelligence Machine Deep Learning Classification Regression Python Keras TensorFlow TensorFlow2 TPOT XGBoost Matplotlib NumPy Pandas scikit-learn Folium Seaborn Jupyter Lab Notebook

artificial-intelligence data-science deep-learning jupyter-lab jupyter-notebook keras machine-learning matplotlib pandas python scikit-learn tensorflow tensorflow2

Last synced: 05 Jul 2025

https://github.com/rayyan9477/anomaly-detection-in-cloudwatch-traffic-data

This project focuses on detecting anomalies in CloudWatch traffic data using machine learning techniques. The primary goal is to identify potential web attacks by analyzing traffic patterns. The project leverages the Isolation Forest algorithm for anomaly detection and includes comprehensive data preprocessing steps.

anomaly-detection data-science machine-learning sklearn

Last synced: 13 Feb 2026

https://github.com/stefano-meschiari/astronomy-to-datascience

A repository of materials useful for people looking into transitioning to Data Science

astronomy data-science

Last synced: 07 Jan 2026

https://github.com/mmaithani/loan-approvel-ml-model-with-insights

This project will approved or reject the loan applications. Public api, data insights and predictive models for loan prediction project are also provided

data data-science loan-prediction-analysis machine-learning visualization

Last synced: 16 Aug 2025

https://github.com/elhaban3ro/thewildtool

TheWildTool is a tool developed with the main objective of saving time when working with audio datasets. Either to prepare them, to get them or to train a model with them. ๐Ÿค–

ai audio audio-processing data-analysis data-science dataset deeplearning python

Last synced: 03 Sep 2025

https://github.com/nk027/BVARverse

Functions to prepare and visualise tidy objects from BVAR.

bayesian data-science r r-package vector-autoregressions

Last synced: 21 Nov 2025

https://github.com/yash22222/data-analysis-with-python

This repository provides a practical introduction to data acquisition and analysis using Pandas. It covers loading datasets, exploring data, manipulating data, and gaining insights through statistical summaries. Ideal for beginners, it offers code examples and explanations to enhance your data manipulation skills using Pandas for Python.

binning data data-acquisition data-analysis data-binning data-cleaning data-formatting data-integration data-normalization data-preprocessing data-science data-transformation data-wrangling dataframe description numpy pandas pandas-dataframe python python3

Last synced: 09 Apr 2026

https://github.com/telsav/recognizer

้‡‡็”จpython็š„้ข้ƒจ่ฏ†ๅˆซ

aspnet-core data-science deep-learning keras machine-learning neural-networks opencv pythonnet tensorflow theano

Last synced: 14 Jun 2025

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 204 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_ๆ–‡ๆœฌ็”Ÿๆˆ_ๆ–‡ๆœฌๅฏน่ฏ 2,414 Uncategorized 1,812 Languages 1,012 ๅ‰็ซฏๅผ€ๅ‘ๆก†ๆžถๅŠ้กน็›ฎ 767 Books 627 The Data Science Toolbox 599 Table of Contents 585 ๅ…ถไป–_ๆœบๅ™จๅญฆไน ไธŽๆทฑๅบฆๅญฆไน  550 Machine Learning 525 100 + ๐—”๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ถ๐—ฎ๐—น ๐—œ๐—ป๐˜๐—ฒ๐—น๐—น๐—ถ๐—ด๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—ฃ๐—ฟ๐—ผ๐—ท๐—ฒ๐—ฐ๐˜ ๐—Ÿ๐—ถ๐˜€๐˜ ๐˜„๐—ถ๐˜๐—ต ๐—ฐ๐—ผ๐—ฑ๐—ฒ 495 Research Articles and Reports 424 Python 400 Literature and Media 384 ็ฝ‘็ปœๆœๅŠก 368 Data Versioning for Machine Learning 361 Awesome Resources 356 Paper implementations 341 ๅŽ็ซฏๅผ€ๅ‘ๆก†ๆžถๅŠ้กน็›ฎ 319 ๅ…ถไป–_ๆœบๅ™จ่ง†่ง‰ 315 Tools 292