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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/sister-software/spliterator

High-performance delimited data pipeline tools.

data-science iterators streams typescript

Last synced: 11 Mar 2026

https://github.com/gbv/validation-server

Web service to validate data with support of multiple schema languages

data-science validation

Last synced: 26 Feb 2026

https://github.com/collapseindex/eval-guide

Learn ML evaluation metrics from scratch! Beginner-friendly Jupyter notebooks with code, visuals, and analogies - all pre-run with outputs. Master accuracy, F1, RMSE, ROC/AUC, cross-validation. Just read or run yourself. Includes challenge exercises. Perfect for ML beginners!

beginner-friendly beginners-guide classification confusion-matrix data-science education f1-score interactive-learning jupyter-notebooks-explaining machine-learning precision-recall python regression roc-auc scikit-learn text-classification tutorial

Last synced: 13 Jan 2026

https://github.com/banyan-team/banyan-julia-examples

Adventures in massively parallel cloud computing with Banyan Julia!

banyan data data-analytics data-processing data-science julia

Last synced: 02 May 2026

https://github.com/georgiosioannoucoder/vera-deployed

Voice Emotion Recognition of Audio (VERA) is an open-source project created for the Data Science track for the program CUNY Tech Prep (CTP) in Cohort 8. This is the deployed version of Vera. 🔊

audio-classification classification cnn-model data-science emotion emotion-recognition librosa machine-learning speech-emotion-recognition voice-recognition

Last synced: 17 Apr 2026

https://github.com/hephy-dd/comet

COMET - Control and Measurement Toolkit

data-science measurement-toolkit python rapid-development

Last synced: 19 Feb 2026

https://github.com/erikmueller/jazmax

Crawl JAZ for different heat pumps depending on flow and return temperatures from the JAZ calculator

crawler data-science efficiency green heatpump jaz

Last synced: 24 Mar 2025

https://github.com/tsabsch/goldeneye

Python implementation of the goldeneye algorithm to investigate how classifiers utilise the structure of a dataset.

data-science model-explanation

Last synced: 18 Jun 2025

https://github.com/briatte/asr

Applied Stats with R and RStudio (first-year social-science tutorials)

course data-analysis data-science data-visualization r statistics

Last synced: 14 Apr 2026

https://github.com/yash-srivastava19/fbref2pandas

A scraper that directly gives football(not soccer) data from FBRef website directly to Pandas dataframe. Major teams and leagues supported.

data-science data-visualization exploratory-data-analysis fbref fbref-website football-data football-scores

Last synced: 14 Mar 2026

https://github.com/aryehky/cauliflower

🥦 Cauliflower: React app javascript web development data-structures algorithms 🥦

algorithms data-science data-structures javascript javascript-library webdevelopment

Last synced: 15 Mar 2025

https://github.com/eta444/datasafari

DataSafari simplifies complex data science tasks into straightforward, powerful one-liners.

data-cleaning data-science machine-learning open-source pypi statistical-analysis

Last synced: 08 Jan 2026

https://github.com/kingyiusuen/travelers-insurance-fraud

Detect fraudulent insurance claims using machine learning

data-science end-to-end-machine-learning flask machine-learning scikit-learn

Last synced: 18 Apr 2026

https://github.com/varunbanka/food-vision

This project involves the creation of a food vision model using TensorFlow and EfficientNetB0 as the base model. The model is trained on the CIFAR-100 dataset, which contains 100 classes of images.

ai computer-vision data-science deep-learning food-vision machine-learning tensorflow

Last synced: 19 Apr 2026

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/rwpenney/vl4s

Tool for auto-generating a Scala plotting library from Vega-Lite schema, to support interactive web-based graphs and visualizations.

data-science data-visualization json-schema plot plotting scala vega-lite

Last synced: 16 Jan 2026

https://github.com/nafisalawalidris/recipe-site-traffic-prediction

Recipe Site Traffic Prediction: Utilising machine learning to forecast high traffic recipes on a recipe website. Improve user engagement and traffic with data-driven decisions.

data-driven-decisions data-science forecast high-traffic machine-learning python recipe-site traffic-prediction user-engagement

Last synced: 16 Mar 2025

https://github.com/sodevlog/pytrading

Software Platform TradingInPython for trading and data analyse stocks market

ai data-science data-visualization deep-learning finance keras pyton trading trading-algorithms trading-strategies

Last synced: 28 Apr 2026

https://github.com/cityofsantamonica/lots-analysis

Analyzing parking lot data in Santa Monica

data-science open-data parking

Last synced: 12 May 2026

https://github.com/md-emon-hasan/web-scraping-tutorial-using-python-and-beautifulsoup

A repository featurin BeautifulSoup for effective web scraping, enabling data extraction from diverse websites with practical examples and guides.

beautiful-soup beautifulsoup4 data-science datascience mahine-learning webscraping

Last synced: 02 Mar 2025

https://github.com/kalebers/data_streams_parametric_t-sne

Research for Parametric T-SNE in high to low dimensional data stream, published in 2021 by Kalebe Rodrigues Szlachta and Andre de Macedo Wlodkovski, oriented by Jean Paul Barddal, Computer Science graduation from Pontifical Catholic University of Parana (PUCPR)

classifier data-analysis data-science data-visualization machinelearning parametric parametric-tsne python tsne-algorithm tsne-visualization

Last synced: 11 Feb 2026

https://github.com/sevdanurgenc/data-modeling-techniques-lecture-notes

In this repo, I have the course contents of Data Modelling Techniques training, which will be given to Innova Technology by the cooperation of Academy Peak Information Technologies Training and Consultancy between 25 - 26 January 2022.

data-analysis data-mining data-modeling data-science data-structure data-visualization

Last synced: 19 Mar 2026

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/abidshafee/datascienceyoutubetutorials

This repository holding some python notebooks which I made to cast some of my practical data science projects on YouTube

cs cs-school data-science deep-learning deep-neural-networks machine-learning shafekul-abid video-tutorials youtube youtube-channel

Last synced: 19 Feb 2026

https://github.com/themuhd/kpmg-data-analytics-virtual-internship

Repository contains solutions to the 3 different tasks performed during the data analytics virtual internship provided by KPMG via Forage

business-analytics consulting data-science data-visualization powerbi

Last synced: 16 Apr 2026

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/cego669/datathonengopevi

Equipe: Embrapeiros. Solução proposta para o Datathon do VI ENGOPE (Encontro Goiano de Probabilidade e Estatística). Obs: FOMOS CAMPEÕES!!!!!!!!

data-analysis data-science datathon python r streamlit xgboost-classifier

Last synced: 18 Feb 2026

https://github.com/leonardoberlatto/kaggle-titanic-prediction

Kaggle Titanic Prediction problem solved using Python

data-science kaggle-titanic machine-learning python

Last synced: 01 May 2026

https://github.com/ul-mds/gecko-examples

Example scripts for generating data with Gecko

data-science numpy pandas python record-linkage

Last synced: 11 May 2026

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/harmonydata/harmony_r

R library for Harmony. R package - open source tool using AI for psychology and mental health. Actively recruiting contributors.

ai cran data-science help-wanted multilingual-nlp natural-language-processing nlp psychology r

Last synced: 09 Apr 2025

https://github.com/scieloorg/ratchet

Access Stats tool under Tornado Framework

data-science

Last synced: 05 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/centralfloridaattorney/yahoostocks

YahooStock is a simple tool to make training and testing splits of stock market data from Yahoo using a ticker symbol.

data-science machine-learning stock-market training-data

Last synced: 11 Jun 2025

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/noahbass/iwars-data-spring-2020

Raw time series data collected from the iWars Spring 2020 Contest

data-science jupyter-notebook pandas plotly-python security security-vulnerability

Last synced: 15 Apr 2026

https://github.com/emptymalei/mini-lab

Some code snippets used to explain stuff to myself in my personal data science wiki

data-analysis data-mining data-science data-visualization datascience

Last synced: 07 Apr 2025

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/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/faizancodes/breast-cancer-detection

Machine learning model to identify if a tumor is malignant or benign

cancer-detection data-science kaggle machine-learning python

Last synced: 08 May 2026

https://github.com/marvande/epfl-ada-2019-data-analysis

Project for the Autumn 2019 Applied Data Analysis course given by Robert West at the EPFL.

data-science data-story python

Last synced: 28 Apr 2026

https://github.com/blurred-machine/shrinkit

Shrinkit is a powerful GUI-based Python library designed for automating machine learning tasks. With its intuitive interface, Shrinkit simplifies the process of building, training, and evaluating machine learning models, making it accessible to users of all skill levels. Shrinkit is a No-code package which can be used as a GUI.

ai automl automl-algorithms automl-pipeline data-science gui gui-application machine-learning ml quickstart streamlit streamlit-webapp training visualization

Last synced: 28 Apr 2026

https://github.com/souvikmajumder26/ieee-ecg-ensemble-xgboost

👨‍💻 Developed AI Models - Ensemble of Random Forest & SVM and XGBoost classifiers to classify five types of Arrhythmic Heartbeats from ECG signals - published by IEEE.

data-science ensemble-classifier ensemble-learning ensemble-machine-learning ensemble-model machine-learning matplotlib numpy pandas python python3 random-forest scikit-learn scikit-learn-python scikitlearn-machine-learning support-vector-machine svm svm-classifier svm-model xgboost

Last synced: 11 Apr 2026

https://github.com/ahammadmejbah/supplemental-materials

Explore AI with resources like 📚 books, 🎧 podcasts, and 🖥️ online courses! Join forums 💬, attend workshops 🛠️, and read journals 📖 to boost your knowledge! 🚀✨🧠

computer-vision data-science data-science-projects data-visualization deep-learning deep-neural-networks machine machine-learning opencv python3

Last synced: 17 May 2026

https://github.com/tutkufurkan/machine-learning---clustering-models

Comprehensive Machine Learning clustering tutorial with K-Means and Hierarchical Clustering implementations. Features synthetic data generation, Elbow Method optimization, dendrogram visualization, and detailed algorithm comparisons. Built with Python, scikit-learn, and Plotly.

clustering clustering-analysis data-science data-visualization dendrogram hierarchical-clustering k-means kaggle machine-learning matplotlib python scikit-learn scipy synthetic-data unsupervised-learning ward-linkage

Last synced: 14 Nov 2025

https://github.com/roland045/road_quality_measurement_analysis

Novel road quality measurement system for cost effective pavement monitoring, ML-based

azure data-analysis data-engineering data-science machine-learning mlops model-deployment python sql unsupervised-learning

Last synced: 24 Jan 2026

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/synitcool/keyar-mining

Package for machine learning algorithm and data mining

data-mining data-science library machine-learning python-3

Last synced: 09 Jun 2026

https://github.com/open-risk-academy/academy-course-pyt26065

Resources for Open Risk Academy Course: "Processing US Agency Mortgage Data with Awk and Pandas - Part 1: Static Data"

awk data-science elearning mortgage-data-analysis mortgages pandas pandas-dataframe python risk-analysis

Last synced: 11 Feb 2026

https://github.com/raphaelsenn/info-retrieval-notebooks

Some information retrieval algorithms and datastructures (inverted index, ranking (bm25, tf, idf scores), fuzzy search, ...)

data-science fuzzy-search information-retrieval information-systems inverted-index searching-algorithms

Last synced: 17 Mar 2026

https://github.com/defano/chicago-oasis

A visualization of Chicago business accessibility by neighborhood or census tract.

census chicago data data-science javascript neighborhood

Last synced: 11 Mar 2026

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

This consists of various machine learning algorithms like Linear regression, logistic regression, SVM, Decision tree, kNN etc. This will provide you basic knowledge of Machine learning algorithms using python. You'll learn PyTorch, pandas, numpy, matplotlib, seaborn, and various libraries.

artificial-intelligence classification data-science decision-trees knn-classification knn-model linear-regression logistic-regression machine-learning machine-learning-algorithms python regression-algorithms regression-models scikit-learn-python scikitlearn-machine-learning svm-classifier

Last synced: 04 Apr 2026

https://github.com/jpedrou/barbell-exercises-classification

Python scripts for processing, visualizing, and modeling accelerometer and gyroscope data to classify barbell exercises using Machine Learning.

classification data-science data-visualization exploratory-data-analysis machine-learning

Last synced: 06 Apr 2025

https://github.com/dreden33773/ldbc-snb-veq

Running benchmarks (including BI 3/4/10/11/13/14) to compare the performance with or without indexed edges of LDBC-SNB dataset via VEQ algorithm.

benchmark data-science graph graph-database jupyter-notebook ldbc python subgraph-isomorphism subgraph-matching veq

Last synced: 16 May 2026

https://github.com/04bhavyaa/book-recommendation-system

The Book Recommendation System provides personalized book suggestions using Popularity-Based Recommender, Collaborative Filtering, and Cosine Similarity. Implemented with Flask, it allows users to enter a book title and receive tailored recommendations based on their preferences.

artificial-intelligence book-recommendation-system collaborative-filtering cosine-similarity data-science flask-application machine-learning popularity-based-recommendation recommendation-system recommender-system

Last synced: 17 Apr 2026

https://github.com/anasarkawi1/mercury

A simple quantitative finance package for algorithmic trading and financial analysis framework.

algorithmic-trading data-science mathematical-finance numpy pandas python quantitative-finance

Last synced: 01 Jun 2026

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/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/oelarnes/spells

Summon extensible, optimized analysis of 17Lands public datasets to the battlefield using Polars

17lands cli data-science jupyter magic magic-the-gathering mtg mtg-arena mtg-draft polars python

Last synced: 13 Aug 2025

https://github.com/mtes-mct/data-preparation-plugin

Airflow plugin with database hooks and operators for common data preparation tasks

airflow data-science etl plugins

Last synced: 10 Oct 2025

https://github.com/kyle-wannacott/image-annotation-tool

Speed up image selection, tagging, annotation and bounding boxing of relevant images to then use in machine learning models.

annotation data-science image-classification image-processing image-recognition machine-learning opencv opencv-python python tagging tagging-tool

Last synced: 12 May 2026

https://github.com/benzerinsio/datascience

📊 Data Science & Análise de Dados | Projetos de estudo em Exploração de Dados (EDA), Machine Learning e Deep Learning para prática e demonstração de técnicas analíticas.

analise-de-dados analise-exploratoria analise-exploratoria-de-dados aprendizado-de-maquina aprendizado-profundo data-science data-visualization eda exploratory-analysis exploratory-data-analysis machine-learning numpy pandas python scikit-learn seaborn supervised-learning unsupervised-learning

Last synced: 14 Feb 2026

https://github.com/timm/ish

(Some (useful (ish)) LISP)

data-science datamining fun libraries lisp simple teaching

Last synced: 28 Feb 2026

https://github.com/mine-cetinkaya-rundel/ds-final-project

GitHub repository template accompanying "The 5Ws and 1H of Term Projects in the Introductory Data Science Classroom" by Çetinkaya-Rundel, Dogucu, and Rummerfield (2022)

data-science education rstats

Last synced: 18 Mar 2026

https://github.com/strar-buck/ml_ques_ans

Tags prediction using machine Learning

data-science django python scikitlearn-machine-learning

Last synced: 09 Apr 2026

https://github.com/tejaswirupa/bird-species-identification-with-deep-learning

Classified bird species from vocal calls using deep learning on audio spectrograms. Achieved 95.45% binary and 67.24% multi-class accuracy, demonstrating strong performance in biodiversity audio analysis.

cnn-keras data-science deep-learning machine-learning neural-networks rnn-tensorflow

Last synced: 19 Feb 2026

https://github.com/bnchrch/opening-hours-data-miner

⛏ Datamining Google places to determine opening hours of places based on location and type

data-science data-visualization flask postgresql python scraper weka

Last synced: 12 Apr 2026

https://github.com/mzguntalan/vegetable

Vegetable contains a design/definition of a Vector Graphic that allows it to easily render it as equally an spaced point cloud/sequence. From this, vegetable offers a way to read .ttf font files, and render their glyphs into point clouds/sequences.

data-preparation data-science point-cloud python svg ttf vector-graphics

Last synced: 09 Aug 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_文本生成_文本对话 2,414 Uncategorized 1,813 Languages 1,012 前端开发框架及项目 767 Books 624 The Data Science Toolbox 599 Table of Contents 585 其他_机器学习与深度学习 550 Machine Learning 529 100 + 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 其他_安全与渗透 292