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The Top 3,341 Jupyter Notebook Data Science Open Source Projects on Github

Categories > Data Processing > Data Science
Categories > Data Processing > Jupyter Notebook
Madewithml ⭐ 28,968
Learn how to responsibly deliver value with ML.
Probabilistic Programming And Bayesian Methods For Hackers ⭐ 23,730
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 ;)
Ml For Beginners ⭐ 23,004
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Fastbook ⭐ 13,649
The fastai book, published as Jupyter Notebooks
Virgilio ⭐ 13,166
Your new Mentor for Data Science E-Learning.
Recommenders ⭐ 11,494
Best Practices on Recommendation Systems
Python Machine Learning Book ⭐ 11,282
The "Python Machine Learning (1st edition)" book code repository and info resource
Dive Into Machine Learning ⭐ 10,751
Dive into Machine Learning with Python Jupyter notebook and scikit-learn!
Mit Deep Learning ⭐ 8,440
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Pandas Profiling ⭐ 8,122
Create HTML profiling reports from pandas DataFrame objects
Computervision Recipes ⭐ 8,114
Best Practices, code samples, and documentation for Computer Vision.
Amazon Sagemaker Examples ⭐ 6,149
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Industry Machine Learning ⭐ 6,036
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
Tsfresh ⭐ 5,960
Automatic extraction of relevant features from time series:
Python Machine Learning Book 2nd Edition ⭐ 5,944
The "Python Machine Learning (2nd edition)" book code repository and info resource
Nteract ⭐ 5,674
📘 The interactive computing suite for you! ✨
H2o 3 ⭐ 5,574
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
Data Analysis And Machine Learning Projects ⭐ 4,836
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
Course V3 ⭐ 4,740
The 3rd edition of course.fast.ai
Machine Learning For Trading ⭐ 4,668
Code for Machine Learning for Algorithmic Trading, 2nd edition.
Edward ⭐ 4,503
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Pycaret ⭐ 4,141
An open-source, low-code machine learning library in Python
D2l Pytorch ⭐ 3,757
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
Probability ⭐ 3,502
Probabilistic reasoning and statistical analysis in TensorFlow
Data Science For Beginners ⭐ 3,458
10 Weeks, 20 Lessons, Data Science for All!
Scikit Learn Videos ⭐ 3,180
Jupyter notebooks from the scikit-learn video series
Tensorwatch ⭐ 3,068
Debugging, monitoring and visualization for Python Machine Learning and Data Science
Course Nlp ⭐ 2,967
A Code-First Introduction to NLP course
Gophernotes ⭐ 2,927
The Go kernel for Jupyter notebooks and nteract.
Fastpages ⭐ 2,740
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
Machinelearningnotebooks ⭐ 2,715
Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
Dtale ⭐ 2,669
Visualizer for pandas data structures
Deep Learning Book ⭐ 2,650
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
Nlpaug ⭐ 2,555
Data augmentation for NLP
Python Is Cool ⭐ 2,468
Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.
Eli5 ⭐ 2,385
A library for debugging/inspecting machine learning classifiers and explaining their predictions
Competition Baseline ⭐ 2,363
数据科学竞赛知识、代码、思路
Ml Workspace ⭐ 2,232
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Lgo ⭐ 2,082
Interactive Go programming with Jupyter
Machine Learning ⭐ 1,882
🌎 machine learning tutorials (mainly in Python3)
Pbpython ⭐ 1,661
Code, Notebooks and Examples from Practical Business Python
Data Science Question Answer ⭐ 1,511
A repo for data science related questions and answers
Flaml ⭐ 1,506
A fast and lightweight AutoML library.
Evidently ⭐ 1,502
Interactive reports to analyze machine learning models during validation or production monitoring.
An Introduction To Statistical Learning ⭐ 1,481
This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.
Dat8 ⭐ 1,439
General Assembly's 2015 Data Science course in Washington, DC
Geemap ⭐ 1,428
A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.
Covid19 Dashboard ⭐ 1,358
A site that displays up to date COVID-19 stats, powered by fastpages.
Scikit Learn Tips ⭐ 1,348
🤖⚡️ 50 scikit-learn tips
Knet.jl ⭐ 1,309
Koç University deep learning framework.
H2o Tutorials ⭐ 1,305
Tutorials and training material for the H2O Machine Learning Platform
Spark Py Notebooks ⭐ 1,227
Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks
Hyperlearn ⭐ 1,219
Waiting hours for a future prediction is unacceptable. Hyperlearn makes AI and ML algorithms 50% faster, use 90% less memory and doesn't require you to use new hardware! ML Algorithms like PCA, Linear Regression, NMF are all faster!
My Journey In The Data Science World ⭐ 1,175
📢 Ready to learn or review your knowledge!
Data Science ⭐ 1,167
Collection of useful data science topics along with code and articles
Pandas Videos ⭐ 1,144
Jupyter notebook and datasets from the pandas Q&A video series
Python Training ⭐ 1,139
Python training for business analysts and traders
Ppd599 ⭐ 1,109
USC urban data science course series with Python and Jupyter
Resources ⭐ 1,090
PyMC3 educational resources
Pixiedust ⭐ 989
Python Helper library for Jupyter Notebooks
Medium_notebook ⭐ 983
Repository containing notebooks of my posts on Medium
Leafmap ⭐ 970
A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment
Data Science On Gcp ⭐ 938
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
Zero To Mastery Ml ⭐ 924
All course materials for the Zero to Mastery Machine Learning and Data Science course.
Awesome Google Colab ⭐ 861
Google Colaboratory Notebooks and Repositories (by @firmai)
Machine_learning_refined ⭐ 834
Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).
Python Causality Handbook ⭐ 799
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and sensitivity analysis.
Hitchhikers Guide ⭐ 770
The Hitchhiker's Guide to Data Science for Social Good
Coursera ⭐ 746
Quiz & Assignment of Coursera
Numerical Computing Is Fun ⭐ 731
Learning numerical computing with notebooks for all ages.
Ai Series ⭐ 711
📚 [.md & .ipynb] Series of Artificial Intelligence & Deep Learning, including Mathematics Fundamentals, Python Practices, NLP Application, etc. 💫 人工智能与深度学习实战，数理统计篇 | 机器学习篇 | 深度学习篇 | 自然语言处理篇 | 工具实践 Scikit & Tensoflow & PyTorch 篇 | 行业应用 & 课程笔记
Sciblog_support ⭐ 696
Support content for my blog
Lets Plot ⭐ 693
An open-source plotting library for statistical data.
Ds Take Home ⭐ 682
My solution to the book A Collection of Data Science Take-Home Challenges
Just Pandas Things ⭐ 681
An ongoing list of pandas quirks
Statistical Rethinking With Python And Pymc3 ⭐ 674
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
Featexp ⭐ 656
Feature exploration for supervised learning
Or Pandas ⭐ 637
【运筹OR帷幄|数据科学】pandas教程系列电子书
Ploomber ⭐ 636
Write maintainable, production-ready pipelines using Jupyter or your favorite text editor. Develop locally, deploy to the cloud. ☁️
Speech Emotion Analyzer ⭐ 633
The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
Fastai2 ⭐ 630
Temporary home for fastai v2 while it's being developed
Sigma_coding_youtube ⭐ 617
This is a collection of all the code that can be found on my YouTube channel Sigma Coding.
Business Machine Learning ⭐ 605
A curated list of practical business machine learning (BML) and business data science (BDS) applications for Accounting, Customer, Employee, Legal, Management and Operations (by @firmai)
Data Science Portfolio ⭐ 594
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
Ml Foundations ⭐ 592
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Deep Recommender System ⭐ 591
深度学习在推荐系统中的应用及论文小结。
Cookbook 2nd ⭐ 583
IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018
Tensor House ⭐ 566
A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain
Data Science Your Way ⭐ 532
Ways of doing Data Science Engineering and Machine Learning in R and Python
Cookbook 2nd Code ⭐ 532
Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]
Cracking The Data Science Interview ⭐ 530
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
Edward2 ⭐ 502
A simple probabilistic programming language.
Intro To Python ⭐ 497
An intro to Python & programming for wanna-be data scientists
Opends4all ⭐ 495
OpenDS4All project, hosted by LF AI & Data
Food Recipe Cnn ⭐ 480
food image to recipe with deep convolutional neural networks.
Stats Maths With Python ⭐ 478
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Interpretable_machine_learning_with_python ⭐ 472
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
Code ⭐ 459
Compilation of R and Python programming codes on the Data Professor YouTube channel.
Python Ml Course ⭐ 445
Curso de Introducción a Machine Learning con Python
The Elements Of Statistical Learning Python Notebooks ⭐ 441
A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book
1-100 of 3,341 projects

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Collaboration 📦 30
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Configuration Management 📦 39
Content Management 📦 167
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Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
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Libraries 📦 119
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Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
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Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
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Virtualization 📦 68
Web Browsers 📦 38
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Web User Interface 📦 194
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