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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/jbris/stan-cmdstanr-gpu-docker

A Docker image to run Stan, cmdstanr, and brms for Bayesian statistical modelling. GPU support using OpenCL is available.

bayes bayesian-inference brms cmdstan cmdstanr data-science docker posterior probabilistic-programming projpred rstan rstanarm shinystan stan stan-gpu stan-lang stan-math-library tidybayes tidyverse

Last synced: 04 May 2025

https://github.com/iguptashubham/online-retail-sales

This Power BI dashboard, designed for marketing strategists, analyzes sales trends and customer behavior. It provides key insights empowering them to identify sales opportunities and optimize marketing campaigns, ultimately boosting business sales.

dashboard data data-analysis data-analysis-project data-analysis-project-powerbi data-analysis-python data-project data-science powerbi project

Last synced: 19 Mar 2026

https://github.com/zai-kun/2d-chess-pieces-detection

YOLO11n model for detecting 2d chess board and pieces

ai chess data-science machine-learning onnxruntime python yolov11

Last synced: 19 Jul 2025

https://github.com/adamvvu/snapshot_ensemble

Train TensorFlow Keras models with cosine annealing and save an ensemble of models with no additional computational expense.

data-science deep-learning keras machine-learning python tensorflow

Last synced: 28 Oct 2025

https://github.com/nationalparkservice/qckit

QCkit provides useful functions for data quality control and manipulation including updating data to DarwinCore standards, unit conversions, and data flagging.

darwin-core data-quality data-science npsdataverse quality-control r r-package rstats

Last synced: 22 Jun 2025

https://github.com/pharo-ai/data-partitioners

Pharo library for partitioning a collection. Given a set of proportions (e.g. 50%, 30%, and 20%), it shuffles the collection and divides it into non-empty subsets in such a way that every element is included in exactly one subset. Can be used in machine learning and statistical analysis for splitting data into training, validation, and test sets.

data-science machine-learning pharo statistical-analysis

Last synced: 11 Apr 2025

https://github.com/leomaurodesenv/data-science-api-framework

A simple framework to test and deploy your Data Science API

api api-rest data-science dataops docker flask-api python

Last synced: 09 Sep 2025

https://github.com/rvandewater/ReciPies

๐ŸฅงReciPys: easily define and execute preprocessing and feature engineering steps on Polars and Pandas dataframes.

data-science pandas polars python scikit-learn tidymodels

Last synced: 24 Oct 2025

https://github.com/getindata/quickstart-ml-starter

Kedro starterts to quickly set up new projects according to QuickStart ML Blueprints practice.

data-science machine-learning

Last synced: 30 Oct 2025

https://github.com/2krishnayadav/datta-vishleshan.ai

DattaVishLeshan.AI is one of the first data analysis projects developed in India, and perhaps even in the world. The name "Datta" means "data," while "Vishleshan" translates to "analysis." It is a pioneering AI project dedicated to advanced data analysis.

data-analysis data-science data-visualization database

Last synced: 03 Jul 2026

https://github.com/orkunaktas/wine-quality-prediction

๐Ÿท๐Ÿ”ฌ Wine Quality and Forecast ๐Ÿพ๐Ÿ‡

alcohol data-science logistic-regression wine-quality

Last synced: 08 Sep 2025

https://github.com/marwan116/supreme-task

A prefect extension that builds on top of the task decorator to reduce negative engineering!

data-ops data-science infrastructure ml-ops orchestration prefect python workflow

Last synced: 23 Jun 2025

https://github.com/blmoore/summerdatachallenge

My entry for: http://summerdatachallenge.com (I came 3rd)

analytics data-science london r real-estate rstats

Last synced: 30 Apr 2025

https://github.com/rahul-jha98/restauranttrends.stats

Visualise the trends in food and restaurant choices of customers in a city by scraping data from Zomato.

data-analysis data-science visualization vuejs zomato zomato-api zomato-scraper

Last synced: 08 Jul 2025

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

:computer: Repository for teaching materials and notes on machine learning and data science for freeCodeCamp

data-cleaning data-engineering data-science data-visualization freecodecamp learning machine-learning mathematics notes python statistics

Last synced: 25 Mar 2025

https://github.com/redhat-na-ssa/demo-ocp-gpu

Show some magic around GPUs on OpenShift

code-server data-science gpu nvidia

Last synced: 30 Jul 2025

https://github.com/onlyphantom/infratools

Kickstart Session: Infrastructure and Tools for Data Science workshop materials

data-science datascience workshop workshop-materials

Last synced: 14 Apr 2025

https://github.com/compgeolab/temperature-data

Download and create a subset of global country-average temperature data from Berkeley Earth

climate climate-data data-science open-data temperature

Last synced: 15 Apr 2025

https://github.com/lockedata/opentrainingcontent

An MIT & CCBY4.0 licensed repository of training materials from Locke Data

data-science open-course r-stats

Last synced: 29 Jul 2025

https://github.com/cricksmaidiene/mids_machine_learning

๐Ÿค– A unified repository of coursework fragments from UC Berkeley MIDS ML courses

coursework data-science generative-ai jupyter-notebook machine-learning numpy pandas prompt-engineering scikit-learn spark tensorflow uc-berkeley

Last synced: 10 Oct 2025

https://github.com/rshrc/service-recommendation

E Commerce Service Recommendation Spoof in Django

data-science django python3

Last synced: 22 Apr 2025

https://github.com/spsanderson/steveondata

Repository for mainly R tips and tricks for my blog. I also include some VBA, SQL, C and Linux Usage.

ai blog c data data-science linux machinelearning-r ml ms-sql r sql time-series tipoftheday vba vba-excel

Last synced: 07 Apr 2025

https://github.com/tikerlade/ml-art-spbsu-sirius-2024

ะœะฐั‚ะตั€ะธะฐะปั‹ ะพะดะฝะพะณะพ ะบัƒั€ัะฐ ะฟะพ ML & Art ัะพ ัะผะตะฝั‹ ะฒ ะœะšะ ะกะธั€ะธัƒั 2024

art data-science orange

Last synced: 29 Jul 2025

https://github.com/taharallouche/hakeem

Flexible crowdsourced data labeling solutions for scarce and incomplete annotations

crowdsourcing data-science datalabeling python

Last synced: 10 Oct 2025

https://github.com/caerbannogwhite/aargh

A library that helps you out of data nightmares in Go. ๐Ÿง™โ€โ™‚๏ธ

csv data data-science data-wrangling dataframe go golang html json linq statistics stats xlsx xpt

Last synced: 14 Jan 2026

https://github.com/sondosaabed/oil-vs-bigtech-stock-investigation

๐Ÿ’น๐Ÿ“ˆInvestigating the oils market prices in addition to the stock market prices between the start of 2001 to the end of 2023. ๐Ÿ’ฐ๐Ÿ“‰

advanced-data-wrangling api data-analyst-nanodegree data-assessment data-gathering data-science python requests wrangling-data

Last synced: 09 Apr 2025

https://github.com/datadistillr/datadistillr-python-sdk

A Python SDK for Programmatically Interacting with DataDistillr

apache-drill data data-science datadistillr jupyter sql

Last synced: 01 Jul 2025

https://github.com/raoumer/dwx

Deep Web Extractor (DWX): Deep Web Extractor system is using statistical machine learning models for crawling and data discovery from the Deep Web (i.e., massive and quality portion of World Wide Web) to build knowledge based databases.

data-discovery data-science data-visualization machine-learning python

Last synced: 09 Mar 2026

https://github.com/ai-naymul/ats-catalyst

ATS Catalyst is an innovative platform designed to empower job seekers and streamline the hiring process. Leveraging advanced AI technologies, our suite of tools offers personalized feedback, resume evaluation, and job description matching to enhance your job application process.

ai application-tracking-system ats data-science langchain machine-learning open-source opensource-projects opensourceforgood python streamlit-application

Last synced: 05 May 2025

https://github.com/labrijisaad/data-scientist-tools-pandas

In this hands-on training notebook, we'll see all the basics of the Pandas library used for data science/data analysis and machine learning tasks.

data-analysis data-science dataframe-objects machine-learning pandas python series-objects

Last synced: 08 Apr 2025

https://github.com/richardleighdavies/prompt-engineering-in-practice

Practical code examples and implementations from the book "Prompt Engineering in Practice". Demonstrates text generation, prompt chaining, and prompt routing using Python and LangChain. Features real-world examples of interacting with OpenAI's GPT models, structured output handling, and multi-step prompt workflows.

ai artificial-intelligence chatbot data-science deep-learning gpt langchain llm machine-learning natural-language-processing nlp openai prompt-engineering pydantic python text-generation

Last synced: 15 Apr 2025

https://github.com/fusky-labs/pacopanda-drawing-stats

A case study and data analysis project that collects drawings from a furry artist Paco Panda

data-science data-visualization fastapi furries furry furry-fandom pandas python

Last synced: 09 Aug 2025

https://github.com/ahammadmejbah/data-science-interview-question-and-solution

Data Science Interview Question: Explain the concept of regularization in machine learning. Solution: Regularization is a technique to prevent overfitting by adding a penalty term to the loss function.

data-engineering data-mining data-science data-structures data-visualization database

Last synced: 26 Feb 2025

https://github.com/curiousily/linear-regression-with-tensorflow-js

Build a Linear Regression model using TensorFlow.js and use to predict house prices

artificial-intelligence data-science javascript linear-regression machine-learning tensorflow tensorflowjs

Last synced: 01 Sep 2025

https://github.com/joschnitzbauer/dalymi

A lightweight, data-focused and non-opinionated pipeline manager written in and for Python.

dag data data-science pipeline python workflow

Last synced: 14 Jan 2026

https://github.com/boada/insight_challenges

Data Science Challenges for Insight

data-science insight-data-science

Last synced: 15 Apr 2025

https://github.com/rwallan/openiziai

Interface para se comunicar com a api da OpenAI adotando as melhores prรกticas de LLM para criar e se comunicar com um agente.

data-science ia llm openai pydantic-v2 python3

Last synced: 19 Apr 2025

https://github.com/jhermann/til-about-data-science

:mortar_board: :panda_face: Records of what I learned while exploring the waters of Data Science (using Python)

artificial-intelligence data-science know-how machine-learning matplotlib pandas python seaborn today-i-learned visualization

Last synced: 19 Apr 2025

https://github.com/ahammadmejbah/python-problem-statement-and-solutions

Create a Python Problem Statement to challenge programmers. Specify a task, input/output requirements, and constraints. Ensure clarity and complexity to evaluate coding skills effectively.

data-science machine machine-learning python python3

Last synced: 27 Apr 2025

https://github.com/systemvll/hcaptcha-dataset-scraper

A simple nodejs script that return hcaptcha images and prompt for training AI.

ai data-science dataset hcaptcha hcaptcha-solver machine-learning

Last synced: 03 Aug 2025

https://github.com/gregyjames/volumeprofiles

Use volume transactions to find significant price levels

data-science python statistics stock stock-analysis stock-price-prediction stocks stocks-prices

Last synced: 25 Apr 2025

https://github.com/prakalp-pande/twitter-sentiment-analysis

Analyze public opinion on Tweet by mining and processing live Twitter data. Employ machine learning to classify tweets as positive, negative, or neutral, then visualize sentiment trends and identify key influencers.

data-science twitter-sentiment-analysis

Last synced: 18 Aug 2025

https://github.com/koldlight/r4ds

R for data science course

course data-analysis data-science data-viz r

Last synced: 30 Apr 2025

https://github.com/pfed-prog/catalonia_data

we have analyzed air quality in Catalonia by using the data from the Catalan Transparency Portal.

data-science dspyt jupyter-notebook ocean oceanprotocol python3

Last synced: 05 Oct 2025

https://github.com/sanketrs/implementation-of-modern-data-engineering-architecture-with-fabric_analytics

Building a next-generation hybrid data pipeline architecture that combines the power of Microsoft Fabric, Azure Cloud, and Power BI. This pipeline is engineered to tackle the challenges of real-time data ingestion, multi-layered processing, and analytics, delivering business-critical insights.

azure azure-data-factory azure-fabric bi-analytics big-data-analytics big-data-projects cloud-data-warehouse cloud-dataflow data-analytics data-engineering data-engineering-pipeline data-engineering-project data-pipeline-monitoring data-science data-visualization data-warehouse etl etl-framework etl-pipeline

Last synced: 14 Apr 2026

https://github.com/solarwinds/probprog-workshop

Workshop on probabilistic programming for Tech Summit 2020 (Brno, December 12 2019)

data-science machine-learning probabilistic-programming statistics

Last synced: 24 Apr 2025

https://github.com/dhrupad17/oibsip

This is a repository containing all the projects/tasks assigned to me while I was doing Virtual Internship Program as a Data Science Intern in Oasis InfoByte

data-science jupyter-notebook machine-learning oasis-infobyte

Last synced: 25 Sep 2025

https://github.com/unicef/magasin

Cloud native open-source end-to-end data / AI / ML platform

cloud dagster data data-pipelines data-science data-visualization helm-charts kubernetes magasin

Last synced: 21 Apr 2025

https://github.com/gbeckers/birdwatcher

A Python computer vision library for animal behavior

animal behavior computer-vision data-science ffmpeg opencv python science

Last synced: 13 Oct 2025

https://github.com/milos-agathon/create-railway-map-from-osm

Eager to use OpenStreetMap country-level data from GeoFabrik to create pretty maps but didn't know how? This repo shows 2 ways to download, process and map OSM data

data-science data-visualization geospatial ggplot2 gis maps openstreetmap r sf tidyverse

Last synced: 04 Apr 2026

https://github.com/ahammadmejbah/becoming-a-python-developer

Becoming a Python developer involves mastering the Python programming language, understanding its syntax, and learning popular frameworks. Gain proficiency in web development, data analysis, or automation. Collaborate on projects, build a strong portfolio, and stay updated on industry trends to excel in this dynamic and versatile field.

algorithms algorithms-and-data-structures data-science deep deep-learning deep-neural-networks machine-learning machine-learning-algorithms machinelearning python python3

Last synced: 11 Jun 2025

https://github.com/shreyamalogi/road-lane-detection

Road lane detection is the process of using computers to identify and highlight the lanes on a road in pictures or videos.

data-science jupyter-notebook opencv python

Last synced: 11 Apr 2025

https://github.com/wgierke/git_better

3rd-placed solution for the informatiCup2017

data-science docker docker-image heroku machine-learning tensorboard

Last synced: 24 Mar 2025

https://github.com/ucbds-infra/ds-course-infra-guide

An educator's guide to creating a data science course

data-science jupyter jupyter-book

Last synced: 07 Oct 2025

https://github.com/mine-cetinkaya-rundel/tidymodels-uscots-2021

Materials for the "Tidy up your models" workshop at USCOTS 2021

data-science modeling rstats statistics tidymiodels tidyverse

Last synced: 08 Apr 2025

https://github.com/ikegwukc/csc-405-605_spring_2022

Introductory Data Science Course Taught at UNCG (Spring 2022)

data-science datascience

Last synced: 09 Oct 2025

https://github.com/RDeconomist/RDeconomist.github.io

RapidCharts - a site for teaching and demonstrating Data Science and Visualisation techniques

data data-science data-visualization economics politics sports

Last synced: 08 Apr 2025

https://github.com/RemiRigal/DatasetExplorer

A web tool for local dataset browsing and processing developped using the Flask + Angular stack.

ai angular data-processing data-science data-visualization dataset dataset-analysis docker docker-compose flask web-application

Last synced: 30 Jul 2025

https://github.com/moindalvs/assignment_east-west_airlines

Problem Statement Perform clustering (Hierarchical,K means clustering and DBSCAN) for the airlines data to obtain optimum number of clusters

clustering-algorithm data-science dbscan-clustering epsilon-greedy hierarchical-clustering kmeans-clustering

Last synced: 23 Apr 2025

https://github.com/hughbe/facebook.net

A WIP Facebook Graph API client for .NET, used for the Facebook Civic Insights project by The Asia Foundation's Cambodia office

asia-foundation data-science facebook facebook-api facebook-graph-api

Last synced: 17 Mar 2026

https://github.com/amirhosseinhonardoust/algorithmic-empath-human-fallibility

A deep exploration of Algorithmic Empathy, the next frontier in AI understanding. This project examines how machines can learn from human fallibility, model disagreement, and align with moral reasoning. It blends psychology, fairness metrics, interpretability, and co-learning design into one framework for humane intelligence.

ai algorithmic-bias co-learning cognitive-science data-science empathy ethics fairness human-centered-ai intelligence interpretability machine-learning neural-networks neurosymbolic philosophy psychology reflective-ai research responsible-ai xai

Last synced: 28 Feb 2026

https://github.com/arbaznazir/datalineagepy

86% faster data lineage tracking for pandas DataFrames with zero infrastructure. Real-time monitoring, ML anomaly detection, and enterprise compliance features.

anomaly-detection data-eng data-governance data-lineage data-quality data-science dataframes enterprise etl lineage-tracing machine-learning pandas python

Last synced: 28 Apr 2026

https://github.com/pufanyi/genderrecognitionbyvoice

NTU SC1015 Group Project - Gender Recognition by Voice

data-science machine-learning voice-recognition

Last synced: 09 Feb 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-code-benchmark 232 awesome-kubeflow 152 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 1,827 Languages 1,012 ๅ‰็ซฏๅผ€ๅ‘ๆก†ๆžถๅŠ้กน็›ฎ 767 Books 624 The Data Science Toolbox 599 Table of Contents 590 ๅ…ถไป–_ๆœบๅ™จๅญฆไน ไธŽๆทฑๅบฆๅญฆไน  550 Machine Learning 531 100 + 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 407 Literature and Media 385 ็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 298