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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/tomasonjo/graphs-network-science

Accompanying repository for my book about Graph Data Science

algorithms data-science graph graph-algorithms machine-learning

Last synced: 09 Nov 2024

https://github.com/gitonthescene/csv-reconcile

A reconciliation service for OpenRefine serving data from a given CSV file.

data-science openrefine

Last synced: 06 Nov 2024

https://github.com/LaihoE/did-it-spill

Check if you have training samples in your test set

computer-vision data-science deep-learning pytorch semantic-similarity time-series

Last synced: 12 Nov 2024

https://github.com/apple/ml-symphony

Symphony: Interactive Data Widgets (CHI 2022)

computational-notebooks data-science data-visualization machine-learning

Last synced: 07 Oct 2024

https://github.com/ahammadmejbah/artificial-intelligence-important-documents-collections

AI technology is significant because it allows software to do human functions—understanding, reasoning, planning, communication, and perception—increasingly effectively, efficiently, and affordably.

ai algorithms big-data computer-science computer-vision data-analyst data-engineering data-mining data-science deep-learning machine-learning mathematics python

Last synced: 11 Nov 2024

https://github.com/gesiscss/css_methods_python

A full course of self-explanatory and freely available materials on CSS methods

data-science jupyter-notebook python

Last synced: 23 Jan 2025

https://github.com/dayyass/qaner

Unofficial implementation of QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition.

data-science machine-learning named-entity-recognition natural-language-processing ner nlp python python3 question-answering

Last synced: 07 Nov 2024

https://github.com/renumics/sliceguard

A library for detecting problematic data segments in structured and unstructured data with few lines of code.

data-analysis data-cleaning data-curation data-exploration data-science data-visualization deep-learning eda exploratory-data-analysis machine-learning python visualization

Last synced: 27 Oct 2024

https://github.com/bnosac/crfsuite

Labelling Sequential Data in Natural Language Processing with R - using CRFsuite

chunking conditional-random-fields crf crfsuite data-science intent-classification natural-language-processing ner nlp r r-package

Last synced: 27 Dec 2024

https://github.com/Desbordante/desbordante-core

Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.

anomaly-detection correlations data-analytics data-cleaning data-cleansing data-engineering data-exploration data-mining data-mining-algorithms data-preprocessing data-profiling data-science data-wrangling exploratory-data-analysis feature-engineering feature-extraction feature-selection knowledge-discovery spreadsheets tabular-data

Last synced: 04 Nov 2024

https://github.com/gurupatil0003/python_tutorial

Python is a high-level, interpreted programming language known for its simplicity and readability.Python emphasizes code readability and allows programmers to express concepts in fewer lines of code compared to languages like C++ or Java.

data-science database library modules oops-in-python operator python

Last synced: 24 Jan 2025

https://github.com/dask-contrib/dask-awkward

Native Dask collection for awkward arrays, and the library to use it.

columnar-format dask data-analysis data-science data-structure jagged-array python ragged-array

Last synced: 20 Jan 2025

https://github.com/randyzwitch/streamlit-embedcode

Streamlit component for embedding code snippets such as GitHub gists, CodePen snippets, Gitlab snippets, etc.

data-analysis data-science data-visualization python streamlit streamlit-component

Last synced: 19 Dec 2024

https://github.com/terryyz/pyarmadillo

PyArmadillo: an alternative approach to linear algebra in Python

armadillo-library calculations data-science linear-algebra machine-learning

Last synced: 01 Dec 2024

https://github.com/hannansatopay/roughviz

A Python visualization library for creating sketchy/hand-drawn styled charts.

charts data-science hacktoberfest jupyter-notebook python-visualization roughviz vizualisation

Last synced: 08 Nov 2024

https://github.com/tf-encrypted/moose

Secure distributed dataflow framework for encrypted machine learning and data processing

cryptography data-science distributed-computing machine-learning privacy secure-computation

Last synced: 26 Jan 2025

https://github.com/mitre/menelaus

Online and batch-based concept and data drift detection algorithms to monitor and maintain ML performance.

concept-drift data-drift data-science drift-detection machine-learning statistics

Last synced: 09 Nov 2024

https://github.com/france-travail/gabarit

Gabarit : kickstart your data science project from scratch

data-science deep-learning machine-learning python

Last synced: 23 Jan 2025

https://github.com/cihat/datastructure

📌🔎📝 Veri Yapıları (BMU221) ve bütün derslerin dokümantasyonu. Notes and examples in the data structure and all lessons course. Data Structures with Java.

bilgisayar-muhendisligi computer-science data-science data-structure data-structure-blogs data-structures data-structures-and-algorithms documentation turkce-dokumantasyon veri-bilimi veri-yapilari

Last synced: 26 Dec 2024

https://github.com/meteostat/weather-stations

A list of public weather stations everyone can edit and share.

climate data-science json meteostat weather weather-stations

Last synced: 27 Nov 2024

https://github.com/AstraZeneca/judgyprophet

Forecasting for knowable future events using Bayesian informative priors (forecasting with judgmental-adjustment).

ai bayesian data-science forecasting machine-learning python statistics

Last synced: 18 Jan 2025

https://github.com/alexioannides/ml-workflow-automation

Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deployment as a RESTful service on Kubernetes.

classification data-science flask helm jupyter-notebook kaggle kubernetes machine-learning mlops numpy pandas python rest-api sklearn

Last synced: 28 Oct 2024

https://github.com/seandavi/sars2pack

An R package with over 50 highly cited, read-to-use, up-to-date COVID-19 pandemic data resources

biomedical-data coronavirus coronavirus-tracking covid-19 data-science data-visualization datascience datasets epidemics epidemiology geospatial public-health rstats rstats-package

Last synced: 05 Nov 2024

https://github.com/rickiepark/hg-da

<혼자 공부하는 데이터 분석 with 파이썬>의 코드 저장소

data-analysis data-science data-visualization machine-learning matplotlib numpy pandas scikit-learn scipy

Last synced: 21 Jan 2025

https://github.com/mlverse/mall

Run multiple LLM predictions against a data frame with R and Python

data-science dplyr llm polars python r

Last synced: 23 Jan 2025

https://github.com/opengeos/streamlit-map-template

A streamlit template for mapping applications

data-science geospatial mapping python streamlit

Last synced: 22 Jan 2025

https://github.com/ashishpatel26/datascienv

datascienv is package that helps you to setup your environment in single line of code with all dependency and it is also include pyforest that provide single line of import all required ml libraries

catboost data-science data-science-env datascienv imbalanced-data lightgbm matplotlib numpy pandas pycaret scikit-learn seaborn tensorflow2 xgboost

Last synced: 10 Oct 2024

https://github.com/astrazeneca/judgyprophet

Forecasting for knowable future events using Bayesian informative priors (forecasting with judgmental-adjustment).

ai bayesian data-science forecasting machine-learning python statistics

Last synced: 18 Nov 2024

https://github.com/scicloj/wolframite

An interface between Clojure and Wolfram Language (the language of Mathematica)

clojure data-science mathematica wolfram-language

Last synced: 19 Dec 2024

https://github.com/mratsim/mckinsey-smartcities-traffic-prediction

Adventure into using multi attention recurrent neural networks for time-series (city traffic) for the 2017-11-18 McKinsey IronMan (24h non-stop) prediction challenge

data-science deep-learning keras machine-learning neural-networks tensorflow time-series

Last synced: 22 Oct 2024

https://github.com/mdeff/ntds_2018

Material for the EPFL master course "A Network Tour of Data Science", edition 2018.

data-science education epfl graphs network-science

Last synced: 21 Nov 2024

https://github.com/jmwoloso/pychattr

Python Channel Attribution (pychattr) - A Python implementation of the excellent R ChannelAttribution library

channel-attribution data-analysis data-science machine-learning python python-channel-attribution rpy2 wrapper

Last synced: 13 Nov 2024

https://github.com/mine-cetinkaya-rundel/teach-r-online

Materials for the Teaching statistics and data science online workshops in July 2020

data-science education rstats statistics

Last synced: 22 Dec 2024

https://github.com/yusufcinarci/data-science-projects

In this repo, there are (beginner-upper) level projects in the field of data science. I will host these projects that I have done in this field every day in this repo. With the hope that it will be useful to those who are interested in the field of data science like me and will just start...

data-analysis data-science data-science-projects jupyter jupyter-notebook python

Last synced: 07 Nov 2024

https://github.com/antononcube/mathematicavsr

Example projects, code, and documents for comparing Mathematica with R.

comparison data-analysis data-science machine-learning mathematica r time-series

Last synced: 24 Jan 2025

https://github.com/tgsmith61591/skoot

A package for data science practitioners. This library implements a number of helpful, common data transformations with a scikit-learn friendly interface in an effort to expedite the modeling process.

data-science imbalanced-data machine-learning pandas python scikit-learn skutil

Last synced: 07 Nov 2024

https://github.com/mikeizbicki/cmc-csci046

CMC's Data Structures and Algorithms Course Materials

cmc computer-science course data-science python3

Last synced: 23 Jan 2025

https://github.com/junpenglao/planet_sakaar_data_science

A colourful collection of codes and notebooks, like Planet Sakaar

bayesian-inference data-science pymc3

Last synced: 02 Nov 2024

https://github.com/alinski29/stonks.jl

Julia library for standardizing financial data retrieval and storage from multiple APIs.

data data-mining data-science dataframe finance julia trading trading-algorithms

Last synced: 02 Nov 2024

https://github.com/scrapinghub/aduana

Frontera backend to guide a crawl using PageRank, HITS or other ranking algorithms based on the link structure of the web graph, even when making big crawls (one billion pages).

data-science

Last synced: 10 Nov 2024

https://github.com/stitchfix/mab

Library for multi-armed bandit selection strategies, including efficient deterministic implementations of Thompson sampling and epsilon-greedy.

data-science experimentation go golang multi-armed-bandit multi-armed-bandits multiarmed-bandits reinforcement-learning thompson thompson-sampling

Last synced: 26 Jan 2025

https://ddotta.github.io/cookbook-rpolars/

Cookbook to provide solutions to common tasks and problems in using Polars with R

benchmark cookbook data-engineering data-science datatable dplyr polars r tidyr

Last synced: 18 Nov 2024

https://github.com/BojarLab/glycowork

Package for processing and analyzing glycans and their role in biology.

bioinformatics computational-biology data-science glycans glycobiology machine-learning molecular-biology open-source python

Last synced: 18 Jan 2025

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

Morph is a python-centric full-stack framework for building and deploying data apps.

data-analysis data-science data-visualization deep-learning developer-tools generative-ai machine-learning mdx morph python sql

Last synced: 23 Jan 2025

https://github.com/datakitchen/dataops-testgen

DataOps Data Quality TestGen is part of DataKitchen's Open Source Data Observability. DataOps TestGen delivers simple, fast data quality test generation and execution by data profiling,  new dataset hygiene review, AI generation of data quality validation tests, ongoing testing of data refreshes, & continuous anomaly monitoring

data data-engineering data-observability data-quality data-science data-testing datachecker dataops dataprofiling dataquality datavalidation mssql postgresql python redshift self-hosted snowflake

Last synced: 22 Jan 2025

https://github.com/elshor/dstools

Javascript tools and utilities for the data scientist

data-science javascript

Last synced: 27 Oct 2024

https://github.com/tommyod/paretoset

Compute the Pareto (non-dominated) set, i.e., skyline operator/query.

data-mining data-science datascience multi-objective-optimization optimization pandas skyline-query

Last synced: 26 Jan 2025

Data Science Awesome Lists
awesome-datascience 829 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 1,344 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 12,007 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 269 ai-catalog 71 machine-learning-resources 56 Awesome-Distributed-Deep-Learning 44 awesome-data 31 Data-Science 71 awesome-h2o 96 awesome-materials-informatics 126 awesome-time-series-segmentation-papers 105 awesome-python 1,079 data-science-learning-path 70 awesome-scientific-python 131 awesome-arcgis-developers 176 awesome-generative-ai-data-scientist 115 awesome-kubeflow 146 awesome-ml-blogs 92 awesome-data-contracts 57 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
Data Science Categories
A01_文本生成_文本对话 1,682 Uncategorized 1,198 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 499 Books 384 网络服务 376 Awesome Resources 362 Machine Learning 348 Research Articles and Reports 316 Data Versioning for Machine Learning 302 The Data Science Toolbox 296 其他_机器视觉 295 Literature and Media 288 Table of Contents 286 Education Resources 282 其他 279 文本数据和NLP 263 Pytorch & related libraries 253 NLP语料和数据集 252