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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/davidadsp/generative_deep_learning_2nd_edition

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

chatgpt dalle2 data-science deep-learning diffusion-models generative-adversarial-network gpt-3 machine-learning python stable-diffusion tensorflow

Last synced: 09 Nov 2024

https://github.com/dssg/hitchhikers-guide

The Hitchhiker's Guide to Data Science for Social Good

data-science dssg machine-learning training tutorial-exercises

Last synced: 02 Aug 2024

https://github.com/maxpumperla/deep_learning_and_the_game_of_go

Code and other material for the book "Deep Learning and the Game of Go"

alphago alphago-zero data-science deep-learning game-of-go games machine-learning neural-networks python

Last synced: 21 Oct 2024

https://github.com/mybridge/machine-learning-open-source

Monthly Series - Machine Learning Top 10 Open Source Projects

ai algorithm artificial-intelligence data-science machine-learning neural-network

Last synced: 07 Nov 2024

https://github.com/Mybridge/machine-learning-open-source

Monthly Series - Machine Learning Top 10 Open Source Projects

ai algorithm artificial-intelligence data-science machine-learning neural-network

Last synced: 28 Oct 2024

https://github.com/WenjieDu/PyPOTS

A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values

classification clustering data-mining data-science deep-learning forecasting healthcare imputation incomplete industrial interpolation machine-learning missing-values missingness neural-network partially-observed-time-series pytorch science-research time-series time-series-analysis

Last synced: 02 Nov 2024

https://github.com/grailbio/reflow

A language and runtime for distributed, incremental data processing in the cloud

analysis-pipeline aws bioinformatics-pipeline cloud-computing data-science golang language runtime scientific-computing

Last synced: 26 Oct 2024

https://github.com/sematic-ai/sematic

An open-source ML pipeline development platform

ai data-science machine-learning ml ml-ops ml-pipeline ml-pipelines mlops pipeline python python3

Last synced: 03 Aug 2024

https://github.com/caserec/Datasets-for-Recommender-Systems

This is a repository of a topic-centric public data sources in high quality for Recommender Systems (RS)

data-science database datasets public-data recommender-systems

Last synced: 08 Aug 2024

https://github.com/iamaziz/PyDataset

Instant access to many datasets in Python.

data-science datasets python

Last synced: 07 Aug 2024

https://github.com/iamaziz/pydataset

Instant access to many datasets in Python.

data-science datasets python

Last synced: 30 Oct 2024

https://github.com/fraunhoferportugal/tsfel

An intuitive library to extract features from time series.

classification colab-notebook data-science feature-engineering feature-extraction time-series

Last synced: 26 Oct 2024

https://github.com/probcomp/bayeslite

BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself.

automatic-data-modeling data-science databases machine-learning probabilistic-programming

Last synced: 15 Oct 2024

https://github.com/dataquestio/project-walkthroughs

Data science, machine learning, and web development project code for https://www.youtube.com/c/Dataquestio .

data-science machine-learning pandas python

Last synced: 05 Nov 2024

https://github.com/youssefhosni/practical-machine-learning

Practical machine learning notebook & articles covers the machine learning end to end life cycle.

data-science machine-learning

Last synced: 07 Nov 2024

https://github.com/youssefHosni/Practical-Machine-Learning

Practical machine learning notebook & articles covers the machine learning end to end life cycle.

data-science machine-learning

Last synced: 27 Oct 2024

https://github.com/tidyverse/datascience-box

Data Science Course in a Box

data-science education r rstats teaching

Last synced: 10 Oct 2024

https://github.com/egbertbouman/youtube-comment-downloader

Simple script for downloading Youtube comments without using the Youtube API

data-science data-scraper python youtube youtube-comments

Last synced: 11 Oct 2024

https://github.com/firmai/data-science-career

Career Resources for Data Science, Machine Learning, Big Data and Business Analytics Career Repository

analytics big-data business-analytics business-intelligence career data-science machine-learning resources

Last synced: 07 Aug 2024

https://github.com/webartifex/intro-to-python

An intro to Python & programming for wanna-be data scientists

data-science introduction-to-programming jupyter python tutorial

Last synced: 03 Aug 2024

https://github.com/mlr-org/mlr3

mlr3: Machine Learning in R - next generation

classification data-science machine-learning mlr3 r r-package regression

Last synced: 10 Oct 2024

https://github.com/epsilla-cloud/vectordb

Epsilla is a high performance Vector Database Management System. Try out hosted Epsilla at https://cloud.epsilla.com/

ai chatgpt data data-science database embeddings embeddings-similarity infrastructure llms machine-learning neural-network neural-search rag retrieval search-engine vector-database vector-search

Last synced: 14 Oct 2024

https://github.com/turicas/rows

A common, beautiful interface to tabular data, no matter the format

convert-data csv data data-science excel hacktoberfest python table tabular-data xls xlsx

Last synced: 15 Oct 2024

https://github.com/stitchfix/hamilton

A scalable general purpose micro-framework for defining dataflows. THIS REPOSITORY HAS BEEN MOVED TO www.github.com/dagworks-inc/hamilton

dag data-engineering data-platform data-science dataframe etl etl-framework etl-pipeline feature-engineering featurization hamilton hamiltonian machine-learning numpy pandas python software-engineering stitch-fix

Last synced: 26 Sep 2024

https://github.com/tomasonjo/blogs

Jupyter notebooks that support my graph data science blog posts at https://bratanic-tomaz.medium.com/

data-science graph graph-algorithms neo4j

Last synced: 13 Oct 2024

https://github.com/GoogleCloudPlatform/DataflowJavaSDK

Google Cloud Dataflow provides a simple, powerful model for building both batch and streaming parallel data processing pipelines.

big-data data-analysis data-mining data-processing data-science google-cloud-dataflow

Last synced: 02 Aug 2024

https://github.com/empathy87/the-elements-of-statistical-learning-python-notebooks

A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

data-analysis data-science machine-learning python sklearn statistical-learning tensorflow tutorials

Last synced: 10 Oct 2024

https://github.com/microsoft/RD-Agent

Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automate these high-value generic R&D processes through our open source R&D automation tool RD-Agent, which let AI drive data-driven AI.

agent ai automation data-mining data-science development llm research

Last synced: 10 Oct 2024

https://github.com/google/lightweight_mmm

LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.

bayesian data-science econometrics marketing-science mmm

Last synced: 02 Aug 2024

https://github.com/dswah/pyGAM

[HELP REQUESTED] Generalized Additive Models in Python

data-science gams interpretable-machine-learning machine-learning python scientific-computing

Last synced: 30 Oct 2024

https://github.com/Kotlin/dataframe

Structured data processing in Kotlin

data-analysis data-science dataframe kotlin

Last synced: 07 Nov 2024

https://github.com/aloctavodia/statistical-rethinking-with-python-and-pymc3

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

bayesian-data-analysis data-science pymc python statistics

Last synced: 01 Nov 2024

https://github.com/microsoft/rd-agent

Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automate these high-value generic R&D processes through our open source R&D automation tool RD-Agent, which let AI drive data-driven AI.

agent ai automation data-mining data-science development llm research

Last synced: 07 Oct 2024

https://github.com/aloctavodia/Statistical-Rethinking-with-Python-and-PyMC3

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

bayesian-data-analysis data-science pymc python statistics

Last synced: 07 Aug 2024

https://github.com/HazyResearch/meerkat

Creative interactive views of any dataset.

data-science foundation-models machine-learning ml pandas

Last synced: 29 Oct 2024

https://github.com/empathy87/The-Elements-of-Statistical-Learning-Python-Notebooks

A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

data-analysis data-science machine-learning python sklearn statistical-learning tensorflow tutorials

Last synced: 02 Aug 2024

https://github.com/zama-ai/concrete-ml

Concrete ML: Privacy Preserving ML framework built on top of Concrete, with bindings to traditional ML frameworks.

data-science fhe homomorphic-encryption machine-learning ppml privacy python scikit-learn tfhe torch

Last synced: 13 Oct 2024

https://github.com/kuwala-io/kuwala

Kuwala is the no-code data platform for BI analysts and engineers enabling you to build powerful analytics workflows. We are set out to bring state-of-the-art data engineering tools you love, such as Airbyte, dbt, or Great Expectations together in one intuitive interface built with React Flow. In addition we provide third-party data into data science models and products with a focus on geospatial data. Currently, the following data connectors are available worldwide: a) High-resolution demographics data b) Point of Interests from Open Street Map c) Google Popular Times

admin-boundaries data data-integration data-science dbt elt google-trends jupyter kuwala no-code open-data open-source population postgres pyspark python react react-flow scraping spatial-analysis

Last synced: 01 Nov 2024

https://github.com/yoshoku/rumale

Rumale is a machine learning library in Ruby

artificial-intelligence data-analysis data-science machine-learning ml ruby rubyml

Last synced: 26 Oct 2024

https://github.com/chawlaavi/daily-dose-of-data-science

A collection of code snippets from the publication Daily Dose of Data Science on Substack: http://www.dailydoseofds.com/

data-analysis data-science data-science-tips data-visualization jupyter jupyter-notebook jupyter-tips matplotlib matplotlib-tips numpy pandas pandas-tips python python-tips sklearn

Last synced: 09 Oct 2024

https://github.com/compdemocracy/polis

:milky_way: Open Source AI for large scale open ended feedback

civic-tech data-science deliberative-democracy participatory-democracy

Last synced: 01 Nov 2024

https://github.com/JosephLai241/URS

Universal Reddit Scraper - A comprehensive Reddit scraping/archival command-line tool.

archiving command-line comments csv data-analysis data-science json livestream osint-tool praw pyo3 python reddit reddit-scraper redditor rust scraper subreddit trees wordcloud

Last synced: 28 Oct 2024

https://github.com/TheAlgorithms/Jupyter

The repository contains script and notebook related to Statistics, Machine learning, Neural network, Deep learning, NLP, Numerical methods, and Automation.

algorithms data-science data-structures deep-learning hacktoberfest machine-learning neural-network

Last synced: 02 Aug 2024

https://github.com/williamFalcon/test-tube

Python library to easily log experiments and parallelize hyperparameter search for neural networks

caffe caffe2 chainer data-science deep-learning grid-search hyperparameter-optimization keras machine-learning neural-networks pytorch random-search tensorflow

Last synced: 30 Oct 2024

https://github.com/williamfalcon/test-tube

Python library to easily log experiments and parallelize hyperparameter search for neural networks

caffe caffe2 chainer data-science deep-learning grid-search hyperparameter-optimization keras machine-learning neural-networks pytorch random-search tensorflow

Last synced: 30 Oct 2024

https://github.com/target/matrixprofile-ts

A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile

data-science matrix-profile motif motif-discovery pip pip3 pypi pypi-packages python python3 time-series timeseries-analysis timeseries-segmentation

Last synced: 29 Oct 2024

https://github.com/ipython-books/cookbook-2nd-code

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

computing data-analysis data-mining data-science data-visualization ipython jupyter jupyter-notebook machine-learning numerical-computation python visualization

Last synced: 30 Oct 2024

https://github.com/arvkevi/kneed

Knee point detection in Python :chart_with_upwards_trend:

data-analysis data-science elbow-method knee-point python scientific-computing systems

Last synced: 28 Oct 2024

https://github.com/glue-viz/glue

Linked Data Visualizations Across Multiple Files

data-science linked-data python visualization

Last synced: 05 Aug 2024

https://github.com/iterative/mlem

🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞

cli data-science deployment developer-tools git machine-learning mlem model-registry python

Last synced: 30 Oct 2024

https://github.com/erikaduan/r_tips

A repository of R usage tips for data cleaning, data mining, data visualisation, statistical inference and machine learning

data-science data-visualization machine-learning r rstats statistics

Last synced: 13 Aug 2024

https://github.com/pdpipe/pdpipe

Easy pipelines for pandas DataFrames.

data data-science dataframe dataframes pandas pandas-dataframe pipeline

Last synced: 08 Nov 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 985 前端开发框架及项目 568 Community and Official Guidance Resources 555 网络服务 382 Books 378 Awesome Resources 345 Machine Learning 324 Research Articles and Reports 316 其他_机器视觉 298 Table of Contents 290 其他 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