data-science

There are 3,267 repositories under data-science topic.

keras-team / keras
Deep Learning for humans
data-science deep-learning machine-learning neural-networks python tensorflow
Language:Python 55234
scikit-learn / scikit-learn
scikit-learn: machine learning in Python
data-analysis data-science machine-learning python statistics
Language:Python 50101
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 46232
ML-For-Beginners
microsoft / ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
data-science education machine-learning machine-learning-algorithms machinelearning machinelearning-python ml python r scikit-learn scikit-learn-python
Language:Jupyter Notebook 36155
MadeWithML
GokuMohandas / MadeWithML
Learn how to responsibly deliver value with ML.
data-science deep-learning machine-learning mlops natural-language-processing python pytorch
Language:Jupyter Notebook 30078
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 24434
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 23392
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.
aws big-data caffe data-science deep-learning hadoop kaggle keras machine-learning mapreduce matplotlib numpy pandas python scikit-learn scipy spark tensorflow theano
Language:Python 23090
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 21083
ray-project / ray
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
ray distributed parallel machine-learning reinforcement-learning deep-learning python rllib hyperparameter-search optimization data-science automl hyperparameter-optimization model-selection java serving deployment
Language:Python 20513
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 19954
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
19684
streamlit / streamlit
Streamlit — The fastest way to build data apps in Python
data-analysis data-science data-visualization deep-learning developer-tools machine-learning python streamlit
Language:Python 19014
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
18696
pytorch-lightning
PyTorchLightning / pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
python deep-learning artificial-intelligence ai pytorch data-science machine-learning
Language:Python 18467
dash
plotly / dash
Analytical Web Apps for Python, R, Julia, and Jupyter. 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 16500
matplotlib / matplotlib
matplotlib: plotting with Python
data-science data-visualization gtk hacktoberfest matplotlib plotting python qt tk wx
Language:Python 15502
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
Language:Python 15353
fastai / fastbook
The fastai book, published as Jupyter Notebooks
book data-science deep-learning fastai machine-learning notebooks python
Language:Jupyter Notebook 14993
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
13547
d2l-ai / d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 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
Language:Python 13439
virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
business-intelligence computer-vision data-science datascience guide guidelines hacktoberfest learning learning-python machine-learning machine-vision nlp path python scikit-learn statistics study studypath tensorflow virgilio
Language:Jupyter Notebook 13285
gensim
RaRe-Technologies / gensim
Topic Modelling for Humans
data-mining data-science document-similarity fasttext gensim information-retrieval machine-learning natural-language-processing neural-network nlp python topic-modeling word-embeddings word-similarity word2vec
Language:Python 13199
microsoft / 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 13178
bharathgs / Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
awesome awesome-list computer-vision cv data-science deep-learning facebook machine-learning natural-language-processing neural-network nlp nlp-library papers probabilistic-programming python pytorch pytorch-model pytorch-tutorials tutorials utility-library
13034
excelize
qax-os / excelize
Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets
xlsx golang excel microsoft office ooxml openxml go excelize spreadsheet xlsm openoffice ecma-376 statistics formula analytics visualization hacktoberfest data-science
Language:Go 11811
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 11568
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.
automated-machine-learning automl bayesian-optimization data-science deep-learning deep-neural-network distributed feature-engineering feature-extraction hyperparameter-optimization hyperparameter-tuning machine-learning machine-learning-algorithms model-compression nas neural-architecture-search neural-network python pytorch tensorflow
Language:Python 11484
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 11204
allenai / allennlp
An open-source NLP research library, built on PyTorch.
pytorch nlp natural-language-processing deep-learning data-science python
Language:Python 10993
0xnr / 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
10849
dvc
iterative / dvc
🦉Data Version Control | Git for Data & Models | ML Experiments Management
ai collaboration data-science data-version-control developer-tools git hacktoberfest machine-learning python reproducibility
Language:Python 9726
tflearn / tflearn
Deep learning library featuring a higher-level API for TensorFlow.
data-science deep-learning machine-learning neural-network tensorflow tflearn
Language:Python 9579
ml-tooling / best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
automl awesome best-of data-analysis data-science data-visualization data-visualizations deep-learning jax keras machine-learning ml nlp python python-library pytorch scikit-learn tensorflow transformer
Language:Python 9572
seaborn
mwaskom / seaborn
Statistical data visualization in Python
data-science data-visualization matplotlib pandas python
Language:Python 9426
lexfridman / mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
deep-learning mit self-driving-cars deep-reinforcement-learning deep-rl artificial-intelligence neural-networks segmentation machine-learning data-science deeplearning tensorflow tensorflow-tutorials jupyter-notebooks
Language:Jupyter Notebook 9087

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