data-science

There are 4,262 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 microsoft-for-beginners
Language:Jupyter Notebook 77351
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 68063
keras-team / keras
Deep Learning for humans
deep-learning tensorflow neural-networks machine-learning data-science python jax pytorch
Language:Python 63406
scikit-learn / scikit-learn
scikit-learn: machine learning in Python
machine-learning python statistics data-science data-analysis
Language:Python 63348
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 46583
Made-With-ML
GokuMohandas / Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
data-engineering data-quality data-science deep-learning distributed-ml distributed-training llms machine-learning mlops natural-language-processing python pytorch ray
Language:Jupyter Notebook 43002
airflow
apache / airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
airflow apache apache-airflow python scheduler workflow automation dag data-engineering data-integration data-orchestrator data-pipelines data-science elt etl machine-learning mlops orchestration workflow-engine workflow-orchestration
Language:Python 42365
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 41385
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 39887
ray-project / ray
Ray is an AI compute engine. 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 hyperparameter-optimization serving deployment pytorch tensorflow llm-serving large-language-models llm llm-inference
Language:Python 38937
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 32479
Data-Science-For-Beginners
microsoft / Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
data-science python data-visualization data-analysis pandas microsoft-for-beginners
Language:Jupyter Notebook 30830
AI-Expert-Roadmap
AMAI-GmbH / AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
deep-learning artificial-intelligence roadmap ai-roadmap machine-learning study-plan data-science data-analysis neural-network ai
Language:JavaScript 30272
pytorch-lightning
Lightning-AI / pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.
ai artificial-intelligence data-science deep-learning machine-learning python pytorch
Language:Python 30121
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 28531
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.
data-mining data-science deep-learning deep-reinforcement-learning genetic-algorithm machine-learning machine-learning-from-scratch
Language:Python 28469
applied-ml
eugeneyan / applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
applied-machine-learning production applied-data-science machine-learning data-science reinforcement-learning data-engineering recsys search deep-learning data-quality data-discovery computer-vision natural-language-processing
28296
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 27896
academic / awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
data-science machine-learning data-visualization science data-mining awesome-list deep-learning analytics data-scientists hacktoberfest
27384
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
awesome machine-learning deep-learning machine-learning-projects deep-learning-project computer-vision-project nlp-projects artificial-intelligence-projects python artificial-intelligence data-science computer-vision nlp
27280
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 26843
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 rstats jupyter
Language:Python 24051
fastai / fastbook
The fastai book, published as Jupyter Notebooks
notebooks fastai deep-learning machine-learning data-science python book
Language:Jupyter Notebook 23774
sinaptik-ai / pandas-ai
Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
llm pandas ai data-analysis data-science gpt-4 csv data sql database datalake data-visualization text-to-sql
Language:Python 22068
lukasmasuch / 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
21915
matplotlib / matplotlib
matplotlib: plotting with Python
matplotlib data-visualization data-science python qt wx gtk plotting tk
Language:Python 21694
recommenders-team / recommenders
Best Practices on Recommendation Systems
machine-learning recommender ranking deep-learning python jupyter-notebook recommendation-algorithm rating operationalization kubernetes recommendation-system recommendation-engine recommendation data-science tutorial artificial-intelligence ai
Language:Python 20879
PrefectHQ / prefect
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
python workflow data-engineering data-science workflow-engine prefect infrastructure ml-ops data-ops automation orchestration data observability pipeline
Language:Python 20355
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
18563
dair-ai / ML-YouTube-Courses
📺 Discover the latest machine learning / AI courses on YouTube.
ai data-science deep-learning machine-learning natural-language-processing nlp
16926
ipython / ipython
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
closember data-science hacktoberfest ipython jupyter notebook python repl spec-0
Language:Python 16559
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 16186
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
16144
marimo-team / marimo
Transform data, train models, and run SQL with marimo — feels like a next-gen reactive notebook, stored as Git-friendly reproducible Python. Deploy as scripts, pipelines, endpoints, and apps. All from an AI-native editor (or your own).
notebooks python data-science machine-learning artificial-intelligence data-visualization developer-tools reactive pipeline web-app dag dataflow sql
Language:Python 15898
machine-learning-for-trading
stefan-jansen / machine-learning-for-trading
Code for Machine Learning for Algorithmic Trading, 2nd edition.
machine-learning trading investment finance data-science investment-strategies artificial-intelligence trading-strategies deep-learning synthetic-data ml4t-workflow trading-agent
Language:Jupyter Notebook 15653
dvc
iterative / dvc
🦉 Data Versioning and ML Experiments
ai data-science data-version-control developer-tools machine-learning reproducibility unstructured-data
Language:Python 14881

Related Topics

big-data data-analysis data-mining data-visualization machine-learning