Topic: data-science Goto Github

👇 Here are 45811 public repositories matching this topic...

academic / awesome-datascience
data-science,:memo: An awesome Data Science repository to learn and apply for real world problems.
Organization: academic
analytics awesome-list data-mining data-science data-scientists data-visualization deep-learning hacktoberfest machine-learning science

afshinea / stanford-cs-229-machine-learning
data-science,VIP cheatsheets for Stanford's CS 229 Machine Learning
User: afshinea
Home Page: https://stanford.edu/~shervine/teaching/cs-229
cheatsheet machine-learning data-science supervised-learning unsupervised-learning deep-learning ml-cheatsheet cs229

allenai / allennlp
data-science,An open-source NLP research library, built on PyTorch.
Organization: allenai
Home Page: http://www.allennlp.org
data-science deep-learning natural-language-processing nlp python pytorch

amai-gmbh / ai-expert-roadmap
data-science,Roadmap to becoming an Artificial Intelligence Expert in 2022
Organization: amai-gmbh
Home Page: https://i.am.ai/roadmap
deep-learning artificial-intelligence roadmap ai-roadmap machine-learning study-plan data-science data-analysis neural-network ai

apache / airflow
data-science,Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Organization: apache
Home Page: https://airflow.apache.org/
airflow apache apache-airflow python scheduler workflow automation dag data-engineering data-integration

apache / superset
data-science,Apache Superset is a Data Visualization and Data Exploration Platform
Organization: apache
Home Page: https://superset.apache.org/
analytics apache apache-superset asf bi business-analytics business-intelligence data-analysis data-analytics data-engineering data-science data-visualization data-viz flask python react sql-editor superset

ashishpatel26 / 500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code
data-science,500 AI Machine learning Deep learning Computer vision NLP Projects with code
User: ashishpatel26
artificial-intelligence artificial-intelligence-projects awesome computer-vision computer-vision-project data-science deep-learning deep-learning-project machine-learning machine-learning-projects nlp nlp-projects python

bharathgs / awesome-pytorch-list
data-science,A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
User: bharathgs
pytorch python machine-learning deep-learning tutorials papers awesome awesome-list pytorch-tutorials data-science

camdavidsonpilon / probabilistic-programming-and-bayesian-methods-for-hackers
data-science,aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
User: camdavidsonpilon
Home Page: http://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/
bayesian-methods pymc mathematical-analysis jupyter-notebook data-science statistics

d2l-ai / d2l-en
data-science,Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Organization: d2l-ai
Home Page: https://D2L.ai
deep-learning machine-learning book notebook computer-vision natural-language-processing python kaggle data-science mxnet

dagster-io / dagster
data-science,An orchestration platform for the development, production, and observation of data assets.
Organization: dagster-io
Home Page: https://dagster.io
data-pipelines dagster workflow data-science workflow-automation python scheduler data-orchestrator etl analytics

dair-ai / ml-youtube-courses
data-science,📺 Discover the latest machine learning / AI courses on YouTube.
Organization: dair-ai
machine-learning deep-learning nlp natural-language-processing ai data-science

donnemartin / data-science-ipython-notebooks
data-science,Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
User: donnemartin
python machine-learning deep-learning data-science big-data aws tensorflow theano caffe scikit-learn

eriklindernoren / ml-from-scratch
data-science,Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
User: eriklindernoren
data-mining data-science deep-learning deep-reinforcement-learning genetic-algorithm machine-learning machine-learning-from-scratch

eugeneyan / applied-ml
data-science,📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
User: eugeneyan
applied-machine-learning production applied-data-science machine-learning data-science reinforcement-learning data-engineering recsys search deep-learning

explosion / spacy
data-science,💫 Industrial-strength Natural Language Processing (NLP) in Python
Organization: explosion
Home Page: https://spacy.io
natural-language-processing data-science machine-learning python cython nlp artificial-intelligence ai spacy nlp-library

fastai / fastbook
data-science,The fastai book, published as Jupyter Notebooks
Organization: fastai
book data-science deep-learning fastai machine-learning notebooks python

fastai / numerical-linear-algebra
data-science,Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Organization: fastai
Home Page: http://www.fast.ai/2017/07/17/num-lin-alg/
numpy python linear-algebra data-science machine-learning algorithms deep-learning

gokumohandas / made-with-ml
data-science,Learn how to design, develop, deploy and iterate on production-grade ML applications.
User: gokumohandas
Home Page: https://madewithml.com
machine-learning deep-learning pytorch natural-language-processing data-science python mlops data-engineering data-quality distributed-ml

gradio-app / gradio
data-science,Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
Organization: gradio-app
Home Page: http://www.gradio.app
machine-learning models ui ui-components interface python data-science data-visualization deep-learning data-analysis

ipython / ipython
data-science,Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
Organization: ipython
Home Page: https://ipython.readthedocs.org
ipython jupyter data-science notebook python repl closember hacktoberfest spec-0

iterative / dvc
data-science,🦉 ML Experiments and Data Management with Git
Organization: iterative
Home Page: https://dvc.org
data-science machine-learning reproducibility data-version-control git developer-tools collaboration ai python hacktoberfest

keras-team / keras
data-science,Deep Learning for humans
Organization: keras-team
Home Page: http://keras.io/
data-science deep-learning jax machine-learning neural-networks python pytorch tensorflow

lexfridman / mit-deep-learning
data-science,Tutorials, assignments, and competitions for MIT Deep Learning related courses.
User: lexfridman
Home Page: https://deeplearning.mit.edu
deep-learning mit self-driving-cars deep-reinforcement-learning deep-rl artificial-intelligence neural-networks segmentation machine-learning data-science

lightning-ai / pytorch-lightning
data-science,Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
Organization: lightning-ai
Home Page: https://lightning.ai
ai artificial-intelligence data-science deep-learning machine-learning python pytorch

ludwig-ai / ludwig
data-science,Low-code framework for building custom LLMs, neural networks, and other AI models
Organization: ludwig-ai
Home Page: http://ludwig.ai
deep-learning deeplearning deep learning machine-learning machinelearning natural-language-processing natural-language computer-vision data-centric

matplotlib / matplotlib
data-science,matplotlib: plotting with Python
Organization: matplotlib
Home Page: https://matplotlib.org/stable/
matplotlib data-visualization data-science python qt wx gtk plotting tk

microsoft / data-science-for-beginners
data-science,10 Weeks, 20 Lessons, Data Science for All!
Organization: microsoft
Home Page: https://microsoft.github.io/Data-Science-For-Beginners/
data-science python data-visualization data-analysis pandas

microsoft / ml-for-beginners
data-science,12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Organization: microsoft
Home Page: https://microsoft.github.io/ML-For-Beginners/
ml data-science machine-learning machine-learning-algorithms machinelearning python machinelearning-python scikit-learn scikit-learn-python r

microsoft / nni
data-science,An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Organization: microsoft
Home Page: https://nni.readthedocs.io
automl deep-learning neural-architecture-search hyperparameter-optimization distributed bayesian-optimization automated-machine-learning machine-learning machine-learning-algorithms data-science

ml-tooling / best-of-ml-python
data-science,🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Organization: ml-tooling
Home Page: https://ml-python.best-of.org
python machine-learning data-science nlp data-visualization tensorflow pytorch scikit-learn keras data-visualizations

mwaskom / seaborn
data-science,Statistical data visualization in Python
User: mwaskom
Home Page: https://seaborn.pydata.org
python data-visualization data-science matplotlib pandas

openrefine / openrefine
data-science,OpenRefine is a free, open source power tool for working with messy data and improving it
Organization: openrefine
Home Page: https://openrefine.org/
datacleansing data-analysis java opendata wikidata journalism data-science datajournalism datacleaning datamining

oxnr / awesome-bigdata
data-science,A curated list of awesome big data frameworks, ressources and other awesomeness.
User: oxnr
Home Page: https://github.com/onurakpolat/awesome-bigdata
awesome bigdata data-warehouse data-analytics data-visualization data-stream database data-science data awesome-list distributed-database series-database stream-processing streaming-data visualize-data

pandas-dev / pandas
data-science,Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Organization: pandas-dev
Home Page: https://pandas.pydata.org
data-analysis pandas flexible alignment python data-science

piskvorky / gensim
data-science,Topic Modelling for Humans
User: piskvorky
Home Page: https://radimrehurek.com/gensim
gensim topic-modeling information-retrieval machine-learning natural-language-processing nlp data-science python data-mining word2vec

plotly / dash
data-science,Data Apps & Dashboards for Python. No JavaScript Required.
Organization: plotly
Home Page: https://plotly.com/dash
bioinformatics charting dash data-science data-visualization finance flask gui-framework jupyter modeling plotly plotly-dash productivity python react rstats technical-computing web-app

prefecthq / prefect
data-science,Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
Organization: prefecthq
Home Page: https://prefect.io
python workflow data-engineering data-science workflow-engine prefect infrastructure ml-ops data-ops automation

qax-os / excelize
data-science,Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets
Organization: qax-os
Home Page: https://xuri.me/excelize
xlsx golang excel microsoft office openxml go excelize spreadsheet statistics

rasbt / python-machine-learning-book
data-science,The "Python Machine Learning (1st edition)" book code repository and info resource
User: rasbt
machine-learning machine-learning-algorithms logistic-regression data-science data-mining python scikit-learn neural-network

ray-project / ray
data-science,Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Organization: ray-project
Home Page: https://ray.io
ray distributed parallel machine-learning reinforcement-learning deep-learning python rllib hyperparameter-search optimization

recommenders-team / recommenders
data-science,Best Practices on Recommendation Systems
Organization: recommenders-team
Home Page: https://recommenders-team.github.io/recommenders/intro.html
machine-learning recommender ranking deep-learning python jupyter-notebook recommendation-algorithm rating operationalization kubernetes

scikit-learn / scikit-learn
data-science,scikit-learn: machine learning in Python
Organization: scikit-learn
Home Page: https://scikit-learn.org
data-analysis data-science machine-learning python statistics

sinaptik-ai / pandas-ai
data-science,Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
Organization: sinaptik-ai
Home Page: https://pandas-ai.com
llm pandas ai data-analysis data-science gpt-3 gpt-4 csv data sql

stefan-jansen / machine-learning-for-trading
data-science,Code for Machine Learning for Algorithmic Trading, 2nd edition.
User: stefan-jansen
Home Page: https://ml4trading.io
machine-learning trading investment finance data-science investment-strategies artificial-intelligence trading-strategies deep-learning synthetic-data

streamlit / streamlit
data-science,Streamlit — A faster way to build and share data apps.
Organization: streamlit
Home Page: https://streamlit.io
python machine-learning data-science deep-learning data-visualization streamlit data-analysis developer-tools

trinodb / trino
data-science,Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)
Organization: trinodb
Home Page: https://trino.io
java presto hive hadoop big-data sql prestodb database databases distributed-systems

virgili0 / virgilio
data-science,Your new Mentor for Data Science E-Learning.
Organization: virgili0
Home Page: https://virgili0.github.io/Virgilio/
tensorflow machine-learning machine-vision datascience scikit-learn python guide guidelines path study

visenger / awesome-mlops
data-science,A curated list of references for MLOps
User: visenger
Home Page: https://ml-ops.org
machine-learning mlops data-science engineering federated-learning devops software-engineering ai ml

ydataai / ydata-profiling
data-science,1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
Organization: ydataai
Home Page: https://docs.profiling.ydata.ai
pandas-profiling pandas-dataframe statistics jupyter-notebook exploration data-science python pandas machine-learning deep-learning