Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

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/anki-code/xonsh-cheatsheet

Cheat sheet for xonsh shell with copy-pastable examples. The best doc for the new users.

awesome awesome-cheatsheet cheat-sheet cheat-sheets cheatsheet cheatsheets console data-science devops devops-scripts hacking shell terminal xonsh xontrib

Last synced: 11 Oct 2024

https://github.com/mukeshmithrakumar/Book_List

Python, Machine Learning, Deep Learning and Data Science Books

algorithms books data-science deep-learning free machine-learning python

Last synced: 13 Nov 2024

https://github.com/ashutosh1919/truvisory

This project is meant to provide resources to users who want to access good LinkedIn posts which contains resources to learn any Technology, Design, Self-Branding, Motivation etc. You can visit project by:

career data-science design full-stack linkedin linkedin-posts linkedin-profile marketing motivation opensource react react-template reactjs self-branding stacks ui-design website-design website-template

Last synced: 20 Dec 2024

https://github.com/ocademy-ai/machine-learning

Learn AI together, for free. AI learning and teaching resources for everyone.

ai data-engineering data-science deep-learning jupyter jupyter-notebook machine-learning ml mlops python scikit-learn visualization

Last synced: 08 Nov 2024

https://github.com/zeno-ml/zeno

AI Data Management & Evaluation Platform

ai data-science evaluation evaluation-framework machine-learning python

Last synced: 09 Nov 2024

https://github.com/fastverse/fastverse

An Extensible Suite of High-Performance and Low-Dependency Packages for Statistical Computing and Data Manipulation in R

c cpp data-aggregation data-manipulation data-science data-transformation high-performance low-dependency panel-data r rstats statistical-computing time-series weights

Last synced: 22 Dec 2024

https://github.com/google-aai/sc17

SuperComputing 2017 Deep Learning Tutorial

data-science deep-learning google-cloud-platform machine-learning tutorial

Last synced: 27 Nov 2024

https://github.com/shaildeliwala/delbot

It understands your voice commands, searches news and knowledge sources, and summarizes and reads out content to you.

ai bot bots chatbot data-science flask natural-language-processing python

Last synced: 19 Nov 2024

https://github.com/trainingbypackt/data-science-for-marketing-analytics

Achieve your marketing goals with the data analytics power of Python

data-science data-visualization matplotlib numpy pandas python seaborn

Last synced: 18 Dec 2024

https://github.com/dataplane-app/dataplane

Dataplane is an Airflow inspired unified data platform with additional data mesh and RPA capability to automate, schedule and design data pipelines and workflows. Dataplane is written in Golang with a React front end.

airflow data data-analysis data-engineering data-integration data-pipelines data-science dataplane datawarehouse etl finance golang kubernetes pipelines robotics-process-automation rpa scheduler workflow workflow-automation workflows

Last synced: 12 Nov 2024

https://github.com/Speedml/speedml

Speedml is a Python package to speed start machine learning projects.

data-science machine-learning python

Last synced: 16 Nov 2024

https://github.com/saimadhu-polamuri/DataAspirant_codes

Complete machine learning model codes

data-mining data-science machine-learning python

Last synced: 22 Nov 2024

https://github.com/tmthyjames/achoo

Achoo uses a Raspberry Pi to predict if my son will need his inhaler on any given day using weather, pollen, and air quality data. If the prediction for a given day is above a specified threshold, the Pi will email his school nurse, and myself, notifying her that he may need preemptive treatment. Community-sourced health monitoring!

air-quality-data data-science diy pollen prediction python r raspberry-pi weather

Last synced: 17 Nov 2024

https://github.com/Fixy-TR/fixy

Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.

acikhack2 ai artificial-intelligence bert data-science deep-learning deeplearning keras natural-language-processing neural-network neural-networks nlp python

Last synced: 12 Nov 2024

https://github.com/build-on-aws/cloud-clubs-learner-library

A library for learners! Whether or not you're a part of AWS Cloud Clubs, take a look in this library for free, open, leveled content for students 18+ worldwide

ai aws containers data-analytics data-science databases iot kubernetes ml mobile-development security serverless web web-development

Last synced: 17 Dec 2024

https://github.com/aws/amazon-redshift-python-driver

Redshift Python Connector. It supports Python Database API Specification v2.0.

amazon-redshift aws-redshift data-analysis data-science

Last synced: 19 Dec 2024

https://github.com/jgoerner/data-science-stack-cookiecutter

🐳📊🤓Cookiecutter template to launch an awesome dockerized Data Science toolstack (incl. Jupyster, Superset, Postgres, Minio, AirFlow & API Star)

airflow apistar cookiecutter data-science docker docker-image jupyter minio postgres python superset

Last synced: 31 Oct 2024

https://github.com/stocknear/backend

Backend of stocknear - Open Source Stock Analysis

data data-science fastapi fastify finance javascript machine-learning nodejs pocketbase python redis

Last synced: 20 Dec 2024

https://github.com/blobcity/python-for-data-science

A collection of Jupyter Notebooks for learning Python for Data Science.

data-science jupyter jupyter-notebook jupyter-notebooks learn-python python

Last synced: 13 Nov 2024

https://github.com/mvlearn/mvlearn

Python package for multi-view machine learning

data-science machine-learning multiview-learning python

Last synced: 12 Nov 2024

https://github.com/Laurae2/Laurae

Advanced High Performance Data Science Toolbox for R by Laurae

data-science laurae machine-learning r supervised-learning xgboost

Last synced: 27 Nov 2024

https://github.com/PecanProject/pecan

The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.

bayesian cyberinfrastructure data-assimilation data-science ecosystem-model ecosystem-science forecasting meta-analysis national-science-foundation pecan plants r

Last synced: 14 Nov 2024

https://github.com/danaugrs/go-tsne

t-Distributed Stochastic Neighbor Embedding (t-SNE) in Go

3d data-science dimensionality-reduction go machine-learning tsne unsupervised-learning visualization

Last synced: 12 Nov 2024

https://github.com/slowkow/harmonypy

🎼 Integrate multiple high-dimensional datasets with fuzzy k-means and locally linear adjustments.

bioinformatics data-integration data-science single-cell-analysis

Last synced: 21 Dec 2024

https://github.com/ideonate/cdsdashboards

JupyterHub extension for ContainDS Dashboards

bokeh data-science jupyter jupyterhub panel plotly-dash rshiny streamlit visualization

Last synced: 21 Dec 2024

https://github.com/nteract/bookstore

📚 Notebook storage and publishing workflows for the masses

data-science notebook nteract scheduling storage versioned-buckets

Last synced: 23 Dec 2024

https://github.com/analysiscenter/batchflow

BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory.

data-science machine-learning pipeline pipeline-framework python python3 workflow workflow-engine

Last synced: 02 Nov 2024

https://github.com/rhenanbartels/hrv

A Python package for heart rate variability analysis

data-science hacktoberfest hrv python signal-processing

Last synced: 21 Dec 2024

https://github.com/agilescientific/striplog

Lithology and stratigraphic logs for wells or outcrop.

data-mining data-science geology petrophysics sedimentology swung-stack

Last synced: 24 Dec 2024

https://github.com/cyb3r-monk/rita-j

Implementation of RITA (Real Intelligence Threat Analytics) in Jupyter Notebook with improved scoring algorithm.

cybersecurity data-science dfir jupyter-notebook threat-hunting

Last synced: 19 Dec 2024

https://github.com/coqui-ai/trainer

🐸 - A general purpose model trainer, as flexible as it gets

ai data-science deep-learning machine-learning pytorch

Last synced: 21 Dec 2024

https://github.com/launchflow/buildflow

BuildFlow, is an open source framework for building large scale systems using Python. All you need to do is describe where your input is coming from and where your output should be written, and BuildFlow handles the rest. No configuration outside of the code is required.

batch data-science pipeline python streaming

Last synced: 24 Nov 2024

https://github.com/coqui-ai/Trainer

🐸 - A general purpose model trainer, as flexible as it gets

ai data-science deep-learning machine-learning pytorch

Last synced: 27 Nov 2024

https://github.com/ActivitySim/activitysim

An Open Platform for Activity-Based Travel Modeling

activitysim bsd-3-clause data-science microsimulation python travel-modeling

Last synced: 27 Oct 2024

https://github.com/Toloka/crowd-kit

Control the quality of your labeled data with the Python tools you already know.

aggregations annotation crowd crowdsourcing data-mining data-science labeling python quality-control toloka truth-inference

Last synced: 30 Oct 2024

https://github.com/microsoft/finnts

Microsoft Finance Time Series Forecasting Framework (FinnTS) is a forecasting package that utilizes cutting-edge time series forecasting and parallelization on the cloud to produce accurate forecasts for financial data.

business data-science feature-selection finance finnts forecasting machine-learning microsoft r r-package rstats time-series

Last synced: 21 Dec 2024

https://github.com/rapidsai/node

GPU-accelerated data science and visualization in node

cuda data-science data-visualization gpgpu gpu nodejs

Last synced: 22 Dec 2024

https://github.com/robmarkcole/hass-data-detective

Explore and analyse your Home Assistant data

data data-science home home-assistant home-automation

Last synced: 21 Dec 2024

https://github.com/minusxai/minusx

MinusX is an AI Data Scientist for Analytics Apps you already use and love. Currently it supports Jupyter, Metabase, Google Sheets & Posthog.

artificial-intelligence data-analytics data-science jupyter metabase

Last synced: 21 Dec 2024

https://github.com/seg/2016-ml-contest

Machine learning contest - October 2016 TLE

contest data-science fun geophysics geoscience machine-learning

Last synced: 27 Nov 2024

https://github.com/swoop-inc/spark-alchemy

Collection of open-source Spark tools & frameworks that have made the data engineering and data science teams at Swoop highly productive

data-engineering data-science scala spark

Last synced: 18 Dec 2024

https://github.com/multimeric/PandasSchema

A validation library for Pandas data frames using user-friendly schemas

data-science pandas schema validation

Last synced: 10 Nov 2024

https://github.com/multimeric/pandasschema

A validation library for Pandas data frames using user-friendly schemas

data-science pandas schema validation

Last synced: 17 Nov 2024

https://github.com/drakearch/kaggle-courses

Kaggle courses and tutorials to get you started in the Data Science world.

data-science deep-learning machine-learning pandas python

Last synced: 08 Nov 2024

https://github.com/robmarkcole/HASS-data-detective

Explore and analyse your Home Assistant data

data data-science home home-assistant home-automation

Last synced: 05 Nov 2024

https://github.com/oracle-samples/oci-data-science-ai-samples

This repo contains a series of tutorials and code examples highlighting different features of the OCI Data Science and AI services, along with a release vehicle for experimental programs.

ai conda data-science data-science-notebooks deep-learning jupyter-notebook machine-learning oci oracle-cloud-infrastructure python

Last synced: 20 Dec 2024

https://github.com/nshiab/simple-data-analysis

Easy-to-use and high-performance JavaScript library for data analysis.

data data-analysis data-science duckdb javascript nodejs typescript

Last synced: 28 Oct 2024

https://github.com/kevin-hanselman/dud

A lightweight CLI tool for versioning data alongside source code and building data pipelines.

data-engineering data-pipelines data-science dataset dvcs machine-learning mlops

Last synced: 26 Oct 2024

https://github.com/Azure/DataScienceVM

Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)

ai azure big-data data-analysis data-science deep-learning dsvm machine-learning ml python r sqlserver

Last synced: 27 Nov 2024

https://github.com/sicara/sicarator

Instant Setup & Best Quality for Data Projects!

data-science generator machine-learning python

Last synced: 21 Dec 2024

https://github.com/azure/datasciencevm

Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)

ai azure big-data data-analysis data-science deep-learning dsvm machine-learning ml python r sqlserver

Last synced: 07 Oct 2024

https://github.com/t04glovern/selfie2anime

Anime2Selfie Backend Services - Lambda, Queue, API Gateway and traffic processing

aws aws-lambda data-science selfie2anime serverless

Last synced: 19 Dec 2024

https://github.com/capeprivacy/cape-dataframes

Privacy transformations on Spark and Pandas dataframes backed by a simple policy language.

collaboration data-science hacktoberfest machine-learning pandas policy privacy python spark

Last synced: 14 Nov 2024

https://github.com/Oxen-AI/Oxen

Oxen.ai's core rust library, server, and CLI

artificial-intelligence data-science database machine-learning version-control

Last synced: 09 Dec 2024

Data Science Awesome Lists
awesome-datascience 850 Awesome-pytorch-list 704 awesome-bigdata 621 awesome-R 483 awesome-mlops 297 awesome-jupyter 205 awesome-computer-science-opportunities 153 awesome-machine-learning-interpretability 1,301 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 StarryDivineSky 11,218 data-science-with-ruby 101 awesome-learn-datascience 43 awesome-public-real-time-datasets 42 awesome-feature-engineering 69 awesome-r-learning-resources 140 awesome-data-science-resoruces 36 awesome-ai 267 ai-catalog 71 machine-learning-resources 56 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 1,055 data-science-learning-path 70 awesome-scientific-python 131 awesome-arcgis-developers 176 awesome-kubeflow 146 awesome-data-contracts 57 awesome-ml-blogs 92 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-data-science-resources 167 awesome-generative-ai-meets-julia-language 64
Data Science Categories
A01_文本生成_文本对话 1,530 Uncategorized 1,088 前端开发框架及项目 565 Community and Official Guidance Resources 552 其他_机器学习与深度学习 480 Books 385 网络服务 377 Awesome Resources 356 Machine Learning 340 Research Articles and Reports 316 其他_机器视觉 295 The Data Science Toolbox 292 Literature and Media 289 Table of Contents 286 Education Resources 282 Data Versioning for Machine Learning 282 其他 280 文本数据和NLP 263 其他_安全与渗透 252 NLP语料和数据集 251