data-science

There are 3,856 repositories under data-science topic.

ML-For-Beginners
microsoft / ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
ml data-science machine-learning machine-learning-algorithms machinelearning python machinelearning-python scikit-learn scikit-learn-python r education
Language:HTML 62861
keras-team / keras
Deep Learning for humans
deep-learning tensorflow neural-networks machine-learning data-science python jax pytorch
Language:Python 59993
scikit-learn / scikit-learn
scikit-learn: machine learning in Python
machine-learning python statistics data-science data-analysis
Language:Python 56656
superset
apache / superset
Apache Superset is a Data Visualization and Data Exploration Platform
superset apache apache-superset data-visualization data-viz analytics business-intelligence data-science data-engineering asf bi business-analytics data-analytics data-analysis python react sql-editor flask
Language:TypeScript 55702
pandas-dev / pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
data-analysis pandas flexible alignment python data-science
Language:Python 40566
Made-With-ML
GokuMohandas / Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
machine-learning deep-learning pytorch natural-language-processing data-science python mlops data-engineering data-quality distributed-ml llms ray distributed-training
Language:Jupyter Notebook 34696
ray-project / ray
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.
ray distributed parallel machine-learning reinforcement-learning deep-learning python rllib hyperparameter-search optimization data-science automl hyperparameter-optimization model-selection java serving deployment pytorch tensorflow llm-serving
Language:Python 28951
streamlit / streamlit
Streamlit — A faster way to build and share data apps.
python machine-learning data-science deep-learning data-visualization streamlit data-analysis developer-tools
Language:Python 28936
explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
natural-language-processing data-science machine-learning python cython nlp artificial-intelligence ai spacy nlp-library neural-network neural-networks deep-learning named-entity-recognition entity-linking text-classification tokenization
Language:Python 27758
AI-Expert-Roadmap
AMAI-GmbH / AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
ai ai-roadmap artificial-intelligence data-analysis data-science deep-learning machine-learning neural-network roadmap study-plan
Language:JavaScript 27437
CamDavidsonPilon / Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
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 ;)
bayesian-methods data-science jupyter-notebook mathematical-analysis pymc statistics
Language:Jupyter Notebook 26040
donnemartin / data-science-ipython-notebooks
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.
python machine-learning deep-learning data-science big-data aws tensorflow theano caffe scikit-learn kaggle spark mapreduce hadoop matplotlib pandas numpy scipy keras
Language:Python 25849
pytorch-lightning
Lightning-AI / pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
python deep-learning artificial-intelligence ai pytorch data-science machine-learning
Language:Python 25367
applied-ml
eugeneyan / applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
applied-data-science applied-machine-learning computer-vision data-discovery data-engineering data-quality data-science deep-learning machine-learning natural-language-processing production recsys reinforcement-learning search
24975
Data-Science-For-Beginners
microsoft / Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
data-analysis data-science data-visualization pandas python
Language:Jupyter Notebook 24974
gradio-app / gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
machine-learning models ui ui-components interface python data-science data-visualization deep-learning data-analysis gradio gradio-interface python-notebook deploy hacktoberfest
Language:Python 24662
eriklindernoren / ML-From-Scratch
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.
machine-learning deep-learning deep-reinforcement-learning machine-learning-from-scratch data-science data-mining genetic-algorithm
Language:Python 22634
academic / awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
analytics awesome-list data-mining data-science data-scientists data-visualization deep-learning hacktoberfest machine-learning science
22231
d2l-ai / d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
deep-learning machine-learning book notebook computer-vision natural-language-processing python kaggle data-science mxnet pytorch tensorflow keras gaussian-processes hyperparameter-optimization recommender-system reinforcement-learning jax
Language:Python 20087
dash
plotly / dash
Data Apps & Dashboards for Python. No JavaScript Required.
dash plotly data-visualization data-science gui-framework flask react python finance bioinformatics technical-computing charting plotly-dash web-app productivity modeling r rstats jupyter julia
Language:Python 19751
fastai / fastbook
The fastai book, published as Jupyter Notebooks
book data-science deep-learning fastai machine-learning notebooks python
Language:Jupyter Notebook 19749
matplotlib / matplotlib
matplotlib: plotting with Python
matplotlib data-visualization data-science python qt wx gtk plotting tk hacktoberfest
Language:Python 18535
recommenders-team / recommenders
Best Practices on Recommendation Systems
artificial-intelligence azure data-science deep-learning jupyter-notebook kubernetes machine-learning microsoft operationalization python ranking rating recommendation recommendation-algorithm recommendation-engine recommendation-system recommender tutorial
Language:Python 16798
excelize
qax-os / excelize
Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets
xlsx golang excel microsoft office openxml go excelize spreadsheet openoffice ecma-376 statistics formula analytics visualization data-science ole xml table chart
Language:Go 16377
afshinea / stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
cheatsheet cs229 data-science deep-learning machine-learning ml-cheatsheet supervised-learning unsupervised-learning
16328
ipython / ipython
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
ipython jupyter data-science notebook python repl closember hacktoberfest spec-0
Language:Python 16024
gensim
piskvorky / gensim
Topic Modelling for Humans
gensim topic-modeling information-retrieval machine-learning natural-language-processing nlp data-science python data-mining word2vec word-embeddings neural-network document-similarity word-similarity fasttext
Language:Python 14848
ml-tooling / best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
python machine-learning data-science nlp data-visualization tensorflow pytorch scikit-learn keras data-visualizations deep-learning automl ml jax transformer data-analysis chatgpt gpt gpt-3
14814
bharathgs / Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
pytorch python machine-learning deep-learning tutorials papers awesome awesome-list pytorch-tutorials data-science nlp nlp-library cv computer-vision natural-language-processing facebook probabilistic-programming utility-library neural-network pytorch-model
14615
ashishpatel26 / 500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
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
13848
virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
tensorflow machine-learning machine-vision datascience scikit-learn python guide guidelines path study studypath learning learning-python computer-vision nlp statistics business-intelligence data-science virgilio hacktoberfest
Language:Jupyter Notebook 13514
PrefectHQ / prefect
Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines
automation data data-engineering data-ops data-science infrastructure ml-ops observability orchestration pipeline prefect python workflow workflow-engine
Language:Python 13506
nni
microsoft / nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
automl deep-learning neural-architecture-search hyperparameter-optimization distributed bayesian-optimization automated-machine-learning machine-learning machine-learning-algorithms data-science tensorflow pytorch neural-network deep-neural-network model-compression feature-engineering nas python hyperparameter-tuning mlops
Language:Python 13438
dvc
iterative / dvc
🦉 ML Experiments Management with Git
data-science machine-learning reproducibility data-version-control git developer-tools collaboration ai python hacktoberfest
Language:Python 12612
newTendermint / awesome-bigdata
A curated list of awesome big data frameworks, ressources and other awesomeness.
awesome awesome-list bigdata data data-analytics data-science data-stream data-visualization data-warehouse database distributed-database series-database stream-processing streaming-data visualize-data
12477
rasbt / python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
machine-learning machine-learning-algorithms logistic-regression data-science data-mining python scikit-learn neural-network
Language:Jupyter Notebook 12030

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