Ecosyste.ms: Awesome

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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/BlackHC/toma

Helps you write algorithms in PyTorch that adapt to the available (CUDA) memory

data-science gpu machine-learning python pytorch

Last synced: 03 Aug 2024

https://github.com/tellery/tellery

Tellery lets you build metrics using SQL and bring them to your team. As easy as using a document. As powerful as a data modeling tool.

analytics bigquery business-intelligence collaboration dashboard data-analytics data-modeling data-science data-visualization database dbt notebook self-hosted sql

Last synced: 29 Oct 2024

https://github.com/anothersamwilson/miceforest

Multiple Imputation with LightGBM in Python

data-science imputed-values mice-algorithm python random-forest

Last synced: 10 Nov 2024

https://github.com/joaquinamatrodrigo/estadistica-con-r

Apuntes personales sobre estadística, machine learning y lenguaje de programación R

bioestadistica data-mining data-science estadistica machine-learning mineria-de-datos r

Last synced: 31 Oct 2024

https://github.com/Niketkumardheeryan/ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.

analytics data-analysis data-science data-visualization datascience deep-learning deep-neural-networks deployment flask heroku-deployment machine-learning python r statistics streamlit-webapp

Last synced: 02 Aug 2024

https://github.com/meteostat/meteostat-python

Access and analyze historical weather and climate data with Python.

climate climate-change climate-data data-science meteostat open-data statistics weather weather-data weather-station

Last synced: 08 Aug 2024

https://github.com/InseeFrLab/onyxia

🔬 Data science environment for k8s

bluehats data-science datalab helm insee kubernetes onyxia

Last synced: 03 Sep 2024

https://github.com/souzatharsis/open-quant-live-book

An open source, hands-on and fully reproducible book in quantitative finance, data science and econophysics. Join us and help Make Wall Street Great Again!

algo-trading altdata data-science econophysics financial-analysis financial-markets machine-learning open-source quantitative-finance

Last synced: 02 Aug 2024

https://github.com/datmo/datmo

Open source production model management tool for data scientists

artificial-intelligence data-science deep-learning machine-learning reproducibility version-control

Last synced: 02 Aug 2024

https://github.com/astronomer/astro-sdk

Astro SDK allows rapid and clean development of {Extract, Load, Transform} workflows using Python and SQL, powered by Apache Airflow.

airflow apache-airflow bigquery dags data-analysis data-science elt etl gcs pandas postgres python s3 snowflake sql sqlite workflows

Last synced: 13 Oct 2024

https://github.com/KiranGershenfeld/VisualizingTwitchCommunities

Graphing communities on Twitch.tv in a visually intuitive way

community data-science python twitch visualization

Last synced: 25 Oct 2024

https://github.com/larswaechter/voici.js

A Node.js library for pretty printing your data on the terminal🎨

console data-science javascript shell terminal tty typescript

Last synced: 31 Oct 2024

https://github.com/yzhao062/data-mining-conferences

Ranking, acceptance rate, deadline, and publication tips

data-mining data-science research

Last synced: 26 Oct 2024

https://github.com/Anonyfox/elixir-scrape

Scrape any website, article or RSS/Atom Feed with ease!

data-science elixir feed html information-retrieval readability rss scrape scraping

Last synced: 01 Nov 2024

https://github.com/machine-learning-apps/Issue-Label-Bot

Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code for the blog article: "How to automate tasks on GitHub with machine learning for fun and profit"

bigquery bootstrap data-science deep-learning end-to-end-application flask gcp-cloud gharchive github-api-v3 github-app keras kubernetes machine-learning machine-learning-tutorials nlp production-machine-learning tensorflow

Last synced: 25 Oct 2024

https://github.com/anonyfox/elixir-scrape

Scrape any website, article or RSS/Atom Feed with ease!

data-science elixir feed html information-retrieval readability rss scrape scraping

Last synced: 30 Oct 2024

https://github.com/machine-learning-apps/issue-label-bot

Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code for the blog article: "How to automate tasks on GitHub with machine learning for fun and profit"

bigquery bootstrap data-science deep-learning end-to-end-application flask gcp-cloud gharchive github-api-v3 github-app keras kubernetes machine-learning machine-learning-tutorials nlp production-machine-learning tensorflow

Last synced: 29 Sep 2024

https://github.com/jovianhq/opendatasets

A Python library for downloading datasets from Kaggle, Google Drive, and other online sources.

data-science datasets machine-learning python

Last synced: 09 Nov 2024

https://github.com/AnotherSamWilson/miceforest

Multiple Imputation with LightGBM in Python

data-science imputed-values mice-algorithm python random-forest

Last synced: 05 Aug 2024

https://github.com/profjsb/python-seminar

Python for Data Science (Seminar Course at UC Berkeley; AY 250)

data-science distributed-computing machine-learning python visualization

Last synced: 07 Aug 2024

https://github.com/gdsbook/book

This book serves as an introduction to a whole new way of thinking systematically about geographic data, using geographical analysis and computation to unlock new insights hidden within data.

data-analysis-python data-science geographic-data geographical-information-system spatial-analysis spatial-data-analysis spatial-statistics statistics

Last synced: 27 Oct 2024

https://github.com/upgini/upgini

Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & commercial LLMs

automated-feature-engineering automl automl-pipeline chatgpt data-enrichment data-science feature-engineering feature-extraction feature-selection features kaggle kaggle-solution large-language-models llm machine-learning open-data open-datasets public-data python-library scikit-learn

Last synced: 13 Oct 2024

https://github.com/autonlab/auton-survival

Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events

causal-inference counterfactual-inference data-science deep-learning graphical-models machine-learning python regression reliability-analysis survival-analysis time-to-event

Last synced: 02 Aug 2024

https://github.com/weecology/retriever

Quickly download, clean up, and install public datasets into a database management system

data data-retrieval data-science dataset datasets hacktobefest python

Last synced: 04 Nov 2024

https://github.com/microsoft/genalog

Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.

data-generation data-science machine-learning ner ocr-recognition python synthetic-data synthetic-data-generation synthetic-images text-alignment

Last synced: 06 Nov 2024

https://github.com/databrickslabs/tempo

API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation

data-analysis data-science pandas python scala time-series timeseries timeseries-analysis timeseries-data

Last synced: 02 Aug 2024

https://github.com/ShawhinT/YouTube-Blog

Codes to complement YouTube videos and blog posts on Medium.

data-science example-code machine-learning medium-articles youtube

Last synced: 06 Aug 2024

https://github.com/mljar/plotai

PlotAI - Your Ultimate Plotting Assistant! 📊🤖 Use ChatGPT-3.5 to create plots in Python and Matplotlib directly in your Python script or notebook.

charts chatgpt data-science llm matplotlib plots python visualization

Last synced: 09 Nov 2024

https://github.com/CJWorkbench/cjworkbench

The data journalism platform with built in training

data-analysis data-journalism data-science data-visualization journalism notebook

Last synced: 06 Aug 2024

https://github.com/ml-tooling/ml-hub

🧰 Multi-user development platform for machine learning teams. Simple to setup within minutes.

data-science docker jupyter jupyterhub machine-learning python

Last synced: 10 Nov 2024

https://github.com/maxhumber/redframes

General Purpose Data Manipulation Library

data-science pandas python

Last synced: 07 Nov 2024

https://github.com/farukalamai/advanced-machine-learning-engineer-roadmap-2024

A Full Stack ML (Machine Learning) Roadmap involves learning the necessary skills and technologies to become proficient in all aspects of machine learning, including data collection and preprocessing, model development, deployment, and maintenance.

aws computer-vision data-analysis data-science data-visualization deep-learning git-github machine-learning machine-learning-roadmap mlops natural-language-processing neural-network nlp opencv pandas python pytorch statistics tensorflow yolo

Last synced: 07 Nov 2024

https://github.com/alibaba/feathub

FeatHub - A stream-batch unified feature store for real-time machine learning

apache-flink data data-engineering data-quality data-science feature-engineering feature-store machine-learning mlops streaming

Last synced: 05 Nov 2024

https://github.com/tommyod/Efficient-Apriori

An efficient Python implementation of the Apriori algorithm.

apriori-algorithm association-rules data-mining data-science machinelearning

Last synced: 30 Oct 2024

https://github.com/PPshrimpGo/BDCI2018-ChinauUicom-1st-solution

这是BDCI2018的联通赛题第一名解决方案

competition data-science

Last synced: 08 Aug 2024

https://github.com/solegalli/feature-selection-for-machine-learning

Code repository for the online course Feature Selection for Machine Learning

data-science feature-selection machine-learning python

Last synced: 29 Oct 2024

https://github.com/data-describe/data-describe

data⎰describe: Pythonic EDA Accelerator for Data Science

analysis data-science eda exploratory-data-analysis pypi

Last synced: 07 Nov 2024

https://github.com/drivendataorg/deon

A command line tool to easily add an ethics checklist to your data science projects.

data-ethics data-science ethics machine-learning

Last synced: 07 Nov 2024

https://github.com/greenelab/scihub

Source code and data analyses for the Sci-Hub Coverage Study

crossref data-science doi journals libgen open-data sci-hub scimag scopus

Last synced: 03 Aug 2024

https://github.com/ibotta/sk-dist

Distributed scikit-learn meta-estimators in PySpark

data-science machine-learning ml scikit-learn spark

Last synced: 13 Oct 2024

https://github.com/Dyakonov/PZAD

Курс "Прикладные задачи анализа данных" (ВМК, МГУ имени М.В. Ломоносова)

data-mining data-science data-visualization education lectures machine-learning ml russian slides

Last synced: 07 Aug 2024

https://github.com/Ibotta/sk-dist

Distributed scikit-learn meta-estimators in PySpark

data-science machine-learning ml scikit-learn spark

Last synced: 06 Aug 2024

https://github.com/microsoft/NimbusML

Python machine learning package providing simple interoperability between ML.NET and scikit-learn components.

data-science machine-learning ml mlnet nimbusml python scikit-learn

Last synced: 09 Nov 2024

https://github.com/yamafaktory/hypergraph

Hypergraph is data structure library to create a directed hypergraph in which a hyperedge can join any number of vertices.

data data-science data-structure data-structures hypergraph hypergraphs rust rust-lang rustlang

Last synced: 12 Oct 2024

https://github.com/microsoft/nimbusml

Python machine learning package providing simple interoperability between ML.NET and scikit-learn components.

data-science machine-learning ml mlnet nimbusml python scikit-learn

Last synced: 30 Sep 2024

https://github.com/merantix-momentum/squirrel-core

A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient way :chestnut:

ai cloud-computing collaboration computer-vision cv data-ingestion data-mesh data-science dataops datasets deep-learning distributed internal machine-learning ml natural-language-processing nlp python pytorch tensorflow

Last synced: 02 Nov 2024

https://github.com/glm-tools/pyglmnet

Python implementation of elastic-net regularized generalized linear models

data-science elastic-net glm lasso machine-learning python

Last synced: 02 Aug 2024

https://github.com/Giorgi/DuckDB.NET

Bindings and ADO.NET Provider for DuckDB

ado-net data-science duckdb duckdb-database hacktoberfest hacktoberfest2023

Last synced: 28 Oct 2024

https://github.com/Mybridge/python-articles

Monthly Series - Top 10 Python Articles

data-science data-visualization django flask python python3

Last synced: 28 Oct 2024

https://github.com/kamu-data/kamu-cli

New generation decentralized data lake and a streaming data pipeline

blockchain data-as-code data-management data-science datafusion flink jupyter kamu open-data open-data-fabric spark sql

Last synced: 14 Oct 2024

https://github.com/giorgi/duckdb.net

Bindings and ADO.NET Provider for DuckDB

ado-net data-science duckdb duckdb-database hacktoberfest hacktoberfest2023

Last synced: 29 Oct 2024

https://github.com/mybridge/python-articles

Monthly Series - Top 10 Python Articles

data-science data-visualization django flask python python3

Last synced: 07 Nov 2024

https://github.com/jupyter-naas/naas

Low-code Python library to safely use notebooks in production: schedule workflows, generate assets, trigger webhooks, send notifications, build pipelines, manage secrets (Cloud-only)

ai binder data data-science data-transformation engine etl integration jupyter jupyterlab notebooks open-source pipeline

Last synced: 04 Nov 2024

https://github.com/senseyeio/roger

Golang RServe client. Use R from Go

data-science go r rserve scientific-computing

Last synced: 02 Aug 2024

https://github.com/rasgointelligence/RasgoQL

Write python locally, execute SQL in your data warehouse

data-analysis data-science pandas python sql

Last synced: 08 Aug 2024

https://github.com/swanhubx/swanlab

⚡️SwanLab: your ML experiment notebook. 你的AI实验笔记本，跟踪与可视化你的机器学习全流程

data-science deep-learning fastapi jax machine-learning mlops model-versioning python pytorch tensorboard tensorflow tracking transformers visualization

Last synced: 11 Oct 2024

https://github.com/datalayer/jupyter-ui

⚛️ React.js components 💯% compatible with 🪐 Jupyter. https://jupyter-ui-storybook.datalayer.tech

data data-product data-science data-visualisation datalayer ipywidgets jupyter jupyterlab lumino notebook reactjs ui

Last synced: 11 Oct 2024

https://github.com/vopani/datatableton

100 exercises to learn Python Datatable

data-science datatable pydatatable python tutorial-exercises

Last synced: 03 Aug 2024

https://github.com/svenkreiss/pysparkling

A pure Python implementation of Apache Spark's RDD and DStream interfaces.

apache-spark data-processing data-science python

Last synced: 12 Oct 2024

Data Science Awesome Lists
awesome-datascience 842 Awesome-pytorch-list 704 awesome-bigdata 621 awesome-R 482 awesome-mlops 299 awesome-jupyter 205 awesome-computer-science-opportunities 153 awesome-machine-learning-interpretability 1,199 awesome-python-data-science 379 awesome-business-intelligence 231 awesome-streamlit 101 football_analytics 56 awesome-fraud-detection-papers 186 awesome-google-colab 73 CV-pretrained-model 103 yt-channels-DS-AI-ML-CS 195 data-science-with-ruby 101 StarryDivineSky 7,717 awesome-learn-datascience 43 awesome-feature-engineering 69 awesome-r-learning-resources 139 awesome-ai 267 awesome-public-real-time-datasets 42 machine-learning-resources 56 awesome-data-science-resoruces 36 ai-catalog 70 Awesome-Distributed-Deep-Learning 44 awesome-data 31 awesome-h2o 96 Data-Science 71 awesome-materials-informatics 126 awesome-time-series-segmentation-papers 105 awesome-python 1,028 data-science-learning-path 70 awesome-scientific-python 131 awesome-arcgis-developers 176 awesome-kubeflow 139 awesome-data-contracts 57 awesome-ml-blogs 96 Data-Engineering-Roadmap 119 recommendations-for-engineers 1,163 awesome-AI-kubernetes 65 awesome-AI-tutorials-surveys 134 deep-learning-resources 54 awesome-python-machine-learning-resources 1,884 awesome-cv 178 awesome-data-temporality 93 Machine-Learning 483 awesome-generative-ai-meets-julia-language 58 awesome-ethereum-analytics 45
Data Science Categories
文本生成、文本对话 1,107 Uncategorized 987 前端开发框架及项目 568 Community and Official Guidance Resources 555 网络服务 382 Books 379 Awesome Resources 345 Machine Learning 326 Research Articles and Reports 316 其他_机器视觉 298 其他 290 Table of Contents 290 Literature and Media 289 The Data Science Toolbox 287 Education Resources 282 其他_安全与渗透 255 Data Versioning for Machine Learning 254 NLP语料和数据集 244 Tools 237 Pytorch & related libraries 231