Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
83 "data-science" Awesome Lists
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
analytics awesome-list data-mining data-science data-scientists data-visualization deep-learning hacktoberfest machine-learning science
23,025 stars
5,686 forks
810 projects
Last updated: 22 Apr 2024
Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
awesome awesome-list computer-vision cv data-science deep-learning facebook machine-learning natural-language-processing neural-network
14,957 stars
2,807 forks
704 projects
Last updated: 29 Apr 2024
awesome-bigdata
A curated list of awesome big data frameworks, ressources and other awesomeness.
awesome awesome-list bigdata data data-analytics data-science data-stream data-visualization data-warehouse database
12,810 stars
2,532 forks
621 projects
Last updated: 04 May 2024
awesome-bigdata
A curated list of awesome big data frameworks, ressources and other awesomeness.
awesome awesome-list bigdata data data-analytics data-science data-stream data-visualization data-warehouse database
12,810 stars
2,532 forks
621 projects
Last updated: 04 May 2024
awesome-R
A curated list of awesome R packages, frameworks and software.
awesome awesome-list data-analysis data-science list r rstats
5,789 stars
1,501 forks
482 projects
Last updated: 04 May 2024
awesome-jupyter
A curated list of awesome Jupyter projects, libraries and resources
awesome awesome-list data-science data-visualization frontend ipython jupyter jupyter-notebook jupyterhub jupyterlab
3,745 stars
413 forks
203 projects
Last updated: 15 Apr 2024
awesome-mlops
:sunglasses: A curated list of awesome MLOps tools
ai awesome data-science machine-learning machine-learning-engineering ml mle mlops
3,585 stars
510 forks
293 projects
Last updated: 03 May 2024
awesome-computer-science-opportunities
An awesome list of events and fellowship opportunities for Computer Science students
android awesome awesome-list computer-science-students data-science devops education fellowship learning mooc
3,522 stars
373 forks
153 projects
Last updated: 03 May 2024
awesome-machine-learning-interpretability
A curated list of awesome responsible machine learning resources.
ai-safety awesome awesome-list data-science explainable-ml fairness interpretability interpretable-ai interpretable-machine-learning interpretable-ml
3,452 stars
575 forks
834 projects
Last updated: 06 May 2024
awesome-python-data-science
Probably the best curated list of data science software in Python.
awesome awesome-list awesome-python data-analysis data-science data-visualization deep-learning machine-learning python scikit-learn
2,340 stars
326 forks
375 projects
Last updated: 06 May 2024
awesome-business-intelligence
Actively curated list of awesome BI tools. PRs welcome!
awesome-list business-intelligence data-analysis data-science data-visualization database etl sql
1,962 stars
253 forks
231 projects
Last updated: 02 May 2024
awesome-streamlit
The purpose of this project is to share knowledge on how awesome Streamlit is and can be
analytics apps awesome-list data data-science exploration finance fun innovation machine-learning
1,943 stars
343 forks
101 projects
Last updated: 13 Apr 2024
football_analytics
📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.
analytics awesome awesome-list data-science expected-goals fbref fifa football football-analytics football-data
1,691 stars
252 forks
56 projects
Last updated: 13 Apr 2024
awesome-fraud-detection-papers
A curated list of data mining papers about fraud detection.
churn classification classifier credit-card-fraud credit-card-fraud-detection credit-card-validation credit-scoring data-mining data-science deep-learning
1,552 stars
296 forks
186 projects
Last updated: 03 May 2024
awesome-google-colab
Google Colaboratory Notebooks and Repositories (by @firmai)
coursera data-science google-colab google-colab-notebook jupyter-notebook machine-learning notebooks python tutorial
1,357 stars
257 forks
73 projects
Last updated: 28 Apr 2024
CV-pretrained-model
A collection of computer vision pre-trained models.
awesome-list computer-vision data-science deep-learning image image-classification keras model model-selection models
1,271 stars
189 forks
103 projects
Last updated: 28 Apr 2024
yt-channels-DS-AI-ML-CS
A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.
ai artificial-intelligence awesome awesome-list coding data data-analysis data-engineering data-science deep-learning
1,263 stars
135 forks
195 projects
Last updated: 06 May 2024
data-science-with-ruby
Practical Data Science with Ruby based tools.
awesome awesome-list data-analysis data-analytics data-mining data-science data-visualization list ruby rubydatascience
694 stars
51 forks
101 projects
Last updated: 28 Apr 2024
awesome-learn-datascience
:chart_with_upwards_trend: Curated list of resources to help you get started with Data Science
awesome awesome-list data-science lists machine-learning
628 stars
76 forks
42 projects
Last updated: 03 May 2024
awesome-feature-engineering
A curated list of resources dedicated to Feature Engineering Techniques for Machine Learning
ai data-science feature-engineering feature-extraction machine-learning
565 stars
189 forks
69 projects
Last updated: 06 May 2024
awesome-r-learning-resources
A curated collection of free resources to help deepen your understanding of the R programming language. Updated regularly. Contributions encouraged via pull request (see contributing.md).
awesome awesome-list data-science learning-resources r resources
532 stars
93 forks
139 projects
Last updated: 04 May 2024
awesome-ai
A curated list of artificial intelligence resources (Courses, Tools, App, Open Source Project)
artificial-intelligence chatbot data-science deep-learning machine-learning neural-network reinforcement-learning voice-assistant
440 stars
83 forks
254 projects
Last updated: 01 May 2024
awesome-data
Awesome-data shows most interesting data-source around the financial world!
375 stars
44 forks
30 projects
Last updated: 26 Apr 2024
awesome-h2o
A curated list of research, applications and projects built using the H2O Machine Learning platform
awesome awesome-list data-science deep-learning h2o h2oai machine-learning
365 stars
77 forks
96 projects
Last updated: 16 Apr 2024
awesome-public-real-time-datasets
A list of publicly available datasets with real-time data maintained by the team at bytewax.io
awesome-list data data-science data-visualization datasets real-time streaming
360 stars
13 forks
30 projects
Last updated: 06 May 2024
awesome-materials-informatics
Curated list of known efforts in materials informatics = modern materials science
ab-initio atomistic-simulations awesome awesome-list chemistry computational-materials computational-materials-engineering crystal-structure crystallography data-science
341 stars
80 forks
118 projects
Last updated: 27 Apr 2024
awesome-time-series-segmentation-papers
This repository contains a reading list of papers on Time Series Segmentation. This repository is still being continuously improved.
anomaly-detection awesome awesome-list change-point-detection data-mining data-science dataset deep-learning machine-learning motion-capture
281 stars
3 forks
103 projects
Last updated: 01 May 2024
awesome-python
🐍 Hand-picked awesome Python libraries and frameworks, organised by category
awesome awesome-list awesome-python chatgpt data data-science deep-learning jupyter machine-learning natural-language-processing
253 stars
19 forks
933 projects
Last updated: 07 May 2024
awesome-scientific-python
A curated list of awesome scientific Python resources
awesome awesome-list data-analysis data-science data-visualization list python science scientific-computing scientific-visualization
237 stars
60 forks
124 projects
Last updated: 05 May 2024
data-science-learning-path
Data Science Learning Path - A complete guide to learn data science for beginners
awesome-list data-science indonesia indonesian-language machine-learning python
225 stars
48 forks
70 projects
Last updated: 26 Mar 2024
awesome-arcgis-developers
A curated list of resources to help you with ArcGIS development, APIs, SDKs, tools, and location services
arcgis arcgis-apis awesome awesome-list data-science developer developer-experience developer-tools developers gis
198 stars
22 forks
178 projects
Last updated: 21 Apr 2024
awesome-arcgis-developer
A curated list of resources to help you with ArcGIS development, APIs, SDKs, tools, and location services
arcgis arcgis-apis awesome awesome-list data-science developer developer-experience developer-tools developers gis
198 stars
22 forks
177 projects
Last updated: 21 Apr 2024
awesome-opendata-rus
Opendata resources in Russian / Открытые данные на русском языке
awesome awesome-list data moscow-data-science okf-russia open-data opendata opendata-resources russian
193 stars
31 forks
86 projects
Last updated: 03 May 2024
Data-Engineering-Roadmap
Roadmap for Data Engineering
awesome awesome-list awesome-resources ci-cd cloud data-science database dataengineering datapipeline datapreprocessing
142 stars
24 forks
119 projects
Last updated: 09 May 2024
recommendations-for-engineers
All of my recommendations for aspiring engineers in a single place, coming from various areas of interest.
awesome awesome-list cybersecurity data-science lists machine-learning macos mlops pyxelr-setup resources
132 stars
24 forks
1,156 projects
Last updated: 20 Apr 2024
awesome-AI-kubernetes
:snowflake: :whale: Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing that are baked in the oven to be Native on Kubernetes and Docker with Python, R, Scala, Java, C#, Go, Julia, C++ etc
ai analytics big-data cognitive-science data-science docker kubeflow kubernetes kubernetes-ai kubernetes-analytics
115 stars
43 forks
65 projects
Last updated: 13 Apr 2024
awesome-AI-tutorials-surveys
A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.
ai artificial-intelligence awesome computer-vision data-mining data-science deep-learning machine-learning natural-language-processing review
110 stars
13 forks
134 projects
Last updated: 03 May 2024
awesome-python-machine-learning-resources
a collection of awesome machine learning and deep learning Python libraries&tools. 热门实用机器学习和深入学习Python库和工具的集合
auto-ml awesome awesome-list cv data-analysis data-mining data-science data-visualization deep-learning fintech
103 stars
21 forks
1,884 projects
Last updated: 06 May 2024
awesome-cv
Curated educational list for computer vision
awesome awesome-list computer-science computer-vision data-science deep-learning education image-processing machine-learning
102 stars
23 forks
175 projects
Last updated: 10 Apr 2024
awesome-ml-blogs
Curated list of technical blogs on machine learning · AI/ML/DL/CV/NLP/MLOps
applied-data-science applied-machine-learning blogsite computer-vision data-science deep-learning machine-learning natural-language-processing reinforcement-learning
100 stars
17 forks
95 projects
Last updated: 02 May 2024
awesome-data-temporality
A curated list to help you manage temporal data across many modalities 🚀.
ai awesome awesome-list bi-temporal bi-temporality bitemporality cdc change-data-capture data-historization data-science
98 stars
2 forks
93 projects
Last updated: 01 May 2024
awesome-ethereum-analytics
A curated list of projects around Ethereum analytics.
awesome awesome-list data-analysis data-science ethereum ethereum-blockchain
73 stars
8 forks
45 projects
Last updated: 10 Mar 2024
awesome-datascience-python
Awesome list Data Science and Python. :snake:
artificial-intelligence awesome-list books data-science machine-learning podcast python statistics youtube-channel
64 stars
9 forks
48 projects
Last updated: 10 Oct 2023
awesome-qlik
A curated list of awesome Qlik extensions and resources for Qlik Sense and QlikView
analytics awesome awesome-list big-data business-intelligence data data-analysis data-analytics data-science data-visualization
55 stars
8 forks
32 projects
Last updated: 11 Apr 2024
Awesome-Data-Science
Carefully curated list of awesome data science resources.
ai awesome awesome-list data data-science deep-learning explainable-ai interoperability large-scale-machine-learning machine-learning
54 stars
9 forks
210 projects
Last updated: 30 Apr 2024
awesome-kaggle-kernels
Compilation of good Kaggle Kernels.
data-science deep-learning kaggle machine-learning
54 stars
8 forks
102 projects
Last updated: 30 Jul 2023
reinforcement-learning-resources
A curated list of awesome reinforcement courses, video lectures, books, library and many more.
awesome awesome-list awesome-lists data-science indonesia machine machine-intelligence machine-learning reinforcement-learning reinforcement-learning-algorithms
53 stars
25 forks
35 projects
Last updated: 23 Feb 2024
awesome-Marketing-Analytics
:rotating_light: Resources :briefcase: to learn/practice :dart: Marketing analytics :chart: :rotating_light:
business-analytics data-analytics data-science marketing-analytics
50 stars
8 forks
38 projects
Last updated: 01 May 2024
awesome-Iran-datasets
Iranian/Persian Datasets. دیتاستهای فارسی و ایرانی
awesome data-science datasets machine-learning persian persiandataset
44 stars
4 forks
77 projects
Last updated: 08 Apr 2024
awesome-python-videos
Learn and watch python, machine learning, and data science videos from conferences (PyCon, PyData, SciPy, PyBay, EuroPython)
awesome data-science machine-learning python python-conferences python-resources python-videos
38 stars
7 forks
132 projects
Last updated: 17 Apr 2024
awesome-open-science
:books: :microscope: :unlock: :mag: A curated list of resources, data, tools, scholarship related to Open Access, Data and Open Science :books: :microscope: :unlock: :mag:
data-science hacktoberfest open-access open-data open-data-science open-scholarship open-science open-source research research-data
36 stars
9 forks
125 projects
Last updated: 03 Aug 2023
awesome-serialization
Data formats useful for API, Big Data, ML, Graph & co
awesome-list big-data data-science serialization-formats
36 stars
3 forks
37 projects
Last updated: 08 Mar 2024
awesome-javascript-data-science
Awesome JavaScript Data Science
awesome awesome-list data-science deep-learning javascript machine-learning math natural-language-processing statistics typescript
33 stars
3 forks
51 projects
Last updated: 03 Jul 2023
Apache-Spark-Guide
Apache Spark Guide
apache-spark awesome awesome-automations awesome-list big-data data-engineering data-engineering-pipeline data-science machine-learning pyspark
28 stars
9 forks
672 projects
Last updated: 15 Mar 2024
awesome-datasets
A comprehensive list of annotated training datasets classified by use case.
annotation awesome-data-science awesome-datasets awesome-public-datasets corpora data dataset datasets document-processing entity-extraction
28 stars
6 forks
87 projects
Last updated: 24 Apr 2024
Python-Guide
Python Guide
awesome awesome-list awesome-lists awesome-python data-science deep-learning django flask lists lists-python
25 stars
2 forks
53 projects
Last updated: 05 Jan 2024
awesome-fair
A curated list of awesome stuff around the FAIR principles for (scientific) data, i.e that data is findable, accessable, interoperable and re-usable.
ai-ready awesome awesome-list data-provenance data-science digital-objects fair fair-digital-objects fair-principles fdo
25 stars
5 forks
66 projects
Last updated: 17 Apr 2024
awesome-road-map
🗺️awesome-road-map🗺️
artificial-intelligence data-science deep-learning kaggle machine-learning python
25 stars
4 forks
171 projects
Last updated: 22 Apr 2024
Time-Series
Awesome list and projects of Time Series
awesome awesome-list awesome-lists awesome-time-series data-science machine-learning time-series time-series-analysis time-series-forecasting time-series-prediction
22 stars
10 forks
40 projects
Last updated: 24 Feb 2024
awesome-keras
A curated list of awesome Keras projects, libraries and resources
awesome awesome-list data-science deep-learning keras machine-learning neural-network python tensorflow
20 stars
0 forks
46 projects
Last updated: 20 Apr 2024
awesome-data-science
Laundry List of Data Science / ML /AI resources available online
artificial-intelligence blog cnn data data-mining data-science deep-learning deep-neural-networks documentation machine-learning
15 stars
7 forks
93 projects
Last updated: 08 Apr 2024
Bioinformatics-Guide
Bioinformatics Guide
awesome awesome-list bioconductor bioinformatics bioinformatics-algorithms bioinformatics-analysis bioinformatics-pipeline bioinformatics-tool biology data-science
13 stars
4 forks
204 projects
Last updated: 28 Dec 2023
awesome-open-transport
Awesome resources for Open-Source and AI for Transport.
artificial-intelligence cycling deep-learning machine-learning openstreetmap public-transport transport urban-data-science
11 stars
1 forks
108 projects
Last updated: 20 Mar 2024
Jupyter-Guide
Jupyter Guide
awesome awesome-list awesome-readme awesome-resources data-science deep-learning julialang jupyter jupyter-notebook jupyter-notebooks
11 stars
3 forks
603 projects
Last updated: 02 Feb 2024
SORTED
SORTED: a curated list of interesting science ideas and links (cognitive/neuro & data science)
awesome-list brain collections data data-analysis data-science electrophysiology fmri ideas knowledge-sharing
11 stars
0 forks
96 projects
Last updated: 23 Feb 2024
awesome-ml
List of interesting links about ML Algorithms, Data Science, Network Analysis, and others.
data-science deep-learning large-language-models llm machine-learning
10 stars
0 forks
35 projects
Last updated: 16 Feb 2024
awesome-italian-public-datasets
A selection of interesting Open dataset from the Italian Public Administration and Civic Data use cases
civic-hacking civic-tech data-science datasets government-data opendata
9 stars
3 forks
43 projects
Last updated: 12 Mar 2022
awesome-astro-datascience
List of resources for Astronomy Data Science
awesome-list data-science machine-learning
9 stars
2 forks
71 projects
Last updated: 14 Apr 2024
awesome-data-for-good
Curated list of resources about Data for Good, Data Science for Good, Data Science for Social Good, Data Science for Public Good, Data for Humanity.
data-for-good data-science-for-social-good dataforgood
8 stars
1 forks
102 projects
Last updated: 23 Feb 2024
awesome-numpy
Awesome list of NumPy
atlas awesome awesome-list blas cupy data-science lapack numba numpy numpy-library
8 stars
0 forks
32 projects
Last updated: 10 Feb 2024
awesome-sciml
Awesome-spatial-temporal-scientific-machine-learning-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included.
bayesian-deep-learning bayesian-inference data-science deep-learning julia machine-learning mathematical-biology mathematical-epidemiology neural-ode physics-informed-neural-networks
7 stars
1 forks
481 projects
Last updated: 17 Feb 2024
awesome-dataviz-color
Tools & guides to master colors in your dataviz.
awesome awesome-list color colorscheme data-science dataviz palette
7 stars
0 forks
34 projects
Last updated: 05 Apr 2024
Awesome-AI-resources
Different kinds of resources useful for learning artificial intelligence including maths and statistics.
awesome-list data-science deep-learning machine-learning python
6 stars
4 forks
134 projects
Last updated: 26 Oct 2021
awesome-ai-tools
🔴VERY LARGE AI TOOL LIST! 🔴 extensive collection of tools and resources covering a broad range of applications in the world of artificial intelligence (AI) and machine learning (ML). This list encompasses a variety of categories, including educational resources specific to AI and ML, advanced tools for photo and video generation, chatbots, etc.
ai-education ai-music-generation ai-research ai-video-generation artificial-intelligence chatbots code-assistants computer-vision data-science deep-learning
5 stars
0 forks
456 projects
Last updated: 28 Mar 2024
awesome-city-data
A curated list of open data sources to analyze and compare cities in a holistic way à la data science and empower citizens.
awesome-list cities data-science dataset
4 stars
0 forks
37 projects
Last updated: 28 Sep 2020
awesome-data-science-and-engineering
A curated list of Data Science and Engineering frameworks, tools, libraries and related list of tutorials.
beginner-friendly data-engineering data-science tutorials
4 stars
2 forks
75 projects
Last updated: 29 Dec 2023
awesome-courses
Awesome AI/ML Courses
awesome-list courses data-science deep-learning machine-learning natural-language-processing reinforcement-learning
4 stars
0 forks
50 projects
Last updated: 06 Nov 2023
AI-playground
A list of papers on every AI topic. And hand-craft implementation of data science, machine learning and deep learning.
ai awesome-list data-science deep-learning machine-learning review
3 stars
0 forks
78 projects
Last updated: 12 Apr 2024
fucking-awesome-R
A curated list of awesome R packages, frameworks and software. With repository stars⭐ and forks🍴
awesome awesome-list data-analysis data-science list r r-framework r-language r-package r-programming
2 stars
0 forks
378 projects
Last updated: 06 May 2024
awesome-resources
🤓 My curated lists of awesome data science books and resources.
books data-science machine-learning python resources
2 stars
1 forks
77 projects
Last updated: 20 Apr 2024
resources
A bunch of collated useful resources.
awesome-list data-science links resources volunteering
2 stars
1 forks
307 projects
Last updated: 14 May 2023
data-engineering-collection
A collection of awesome software, libraries, Learning Tutorials, documents, books, resources and interesting stuff about Big Data Science & Engineering
awesome-list big-data big-data-analytics bigdata bigdata-module data-science data-scientists data-structures data-visualization database-deployment
1 stars
0 forks
678 projects
Last updated: 10 Jan 2022
awesome-ai-ml-cheatsheet
A curated list of cheat sheets and documentation for the AI and ML community for quick access
ai cheatsheet data-science deep-learning machine-learning python
0 stars
0 forks
30 projects
Last updated: 26 Dec 2021