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The Top 2,032 Python3 Jupyter Notebook Machine Learning Open Source Projects

Categories > Data Processing > Jupyter Notebook
Categories > Machine Learning > Machine Learning
Topic > Python3
Tensorflow Examples ⭐ 41,533
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
most recent commit 5 months ago
Ml For Beginners ⭐ 36,306
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
most recent commit 3 days ago
Madewithml ⭐ 30,046
Learn how to responsibly deliver value with ML.
total releases 5most recent commit 14 days ago
Handson Ml ⭐ 24,169
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
most recent commit 3 months ago
Fastai ⭐ 22,319
The fastai deep learning library
dependent packages 115total releases 133most recent commit 19 hours agopypi fastai} Downloads
Homemade Machine Learning ⭐ 19,172
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
most recent commit a month ago
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit 2 months ago
Dash ⭐ 16,527
Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.
dependent packages 395total releases 149most recent commit 3 days agopypi dash} Downloads
Learnopencv ⭐ 16,379
Learn OpenCV : C++ and Python Examples
most recent commit 3 days ago
Fastbook ⭐ 15,032
The fastai book, published as Jupyter Notebooks
total releases 25most recent commit 2 days ago
Virgilio ⭐ 13,282
Your new Mentor for Data Science E-Learning.
most recent commit 21 days ago
Recommenders ⭐ 13,242
Best Practices on Recommendation Systems
dependent packages 2total releases 10most recent commit 18 hours agopypi recommenders} Downloads
Deep Learning With Tensorflow Book ⭐ 11,864
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
most recent commit 9 months ago
Python Machine Learning Book ⭐ 11,282
The "Python Machine Learning (1st edition)" book code repository and info resource
most recent commit 10 months ago
Pandas Profiling ⭐ 8,987
Create HTML profiling reports from pandas DataFrame objects
dependent packages 78total releases 29most recent commit 3 days agopypi pandas-profiling} Downloads
Tensorflow Tutorials ⭐ 8,644
TensorFlow Tutorials with YouTube Videos
most recent commit a year ago
Computervision Recipes ⭐ 8,318
Best Practices, code samples, and documentation for Computer Vision.
most recent commit 3 months ago
Interview ⭐ 7,375
Interview = 简历指南 + 算法题 + 八股文 + 源码分析
most recent commit 2 months ago
Pytorch Tutorial ⭐ 6,783
Build your neural network easy and fast, 莫烦Python中文教学
most recent commit 12 days ago
Industry Machine Learning ⭐ 6,077
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
most recent commit 5 months ago
Python Machine Learning Book 2nd Edition ⭐ 5,944
The "Python Machine Learning (2nd edition)" book code repository and info resource
most recent commit 2 years ago
H2o 3 ⭐ 5,830
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.
dependent packages 30total releases 226most recent commit 9 hours ago
Pycaret ⭐ 5,609
An open-source, low-code machine learning library in Python
dependent packages 13total releases 79most recent commit 19 days agopypi pycaret} Downloads
Data Analysis And Machine Learning Projects ⭐ 4,836
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
most recent commit 2 years ago
Haystack ⭐ 4,705
🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.
dependent packages 2total releases 20most recent commit 7 hours agopypi farm-haystack} Downloads
Hub ⭐ 4,531
Dataset format for AI. Build, manage, query & visualize datasets for deep learning. Stream data real-time to PyTorch/TensorFlow & version-control it. https://activeloop.ai
dependent packages 1total releases 135most recent commit 2 days agopypi hub} Downloads
Machine Learning Mindmap ⭐ 4,400
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.
most recent commit 2 years ago
Tensorflow Docs ⭐ 3,685
TensorFlow 最新官方文档中文版
most recent commit 3 years ago
Machine_learning_basics ⭐ 3,546
Plain python implementations of basic machine learning algorithms
most recent commit 6 months ago
Datascience ⭐ 3,310
Curated list of Python resources for data science.
most recent commit 2 days ago
Adanet ⭐ 3,309
Fast and flexible AutoML with learning guarantees.
total releases 13most recent commit 9 months ago
Feast ⭐ 3,209
Feature Store for Machine Learning
dependent packages 19total releases 89most recent commit 2 days agopypi feast} Downloads
Islr Python ⭐ 3,201
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
most recent commit 9 months ago
Scikit Learn Videos ⭐ 3,180
Jupyter notebooks from the scikit-learn video series
most recent commit 9 months ago
Polyaxon ⭐ 3,094
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 10total releases 330most recent commit 3 days agopypi polyaxon} Downloads
Tensorwatch ⭐ 3,068
Debugging, monitoring and visualization for Python Machine Learning and Data Science
total releases 14most recent commit a year ago
Course Nlp ⭐ 2,967
A Code-First Introduction to NLP course
most recent commit 7 months ago
Orchest ⭐ 2,961
Build data pipelines, the easy way 🛠️
total releases 12most recent commit a day ago
Pomegranate ⭐ 2,850
Fast, flexible and easy to use probabilistic modelling in Python.
dependent packages 1total releases 17most recent commit 2 months ago
Deep Learning Book ⭐ 2,650
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
most recent commit 3 years ago
Data Science ⭐ 2,554
Collection of useful data science topics along with code and articles
most recent commit 4 days ago
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.
most recent commit 2 years ago
Ranking ⭐ 2,461
Learning to Rank in TensorFlow
dependent packages 10total releases 19most recent commit a month agopypi tensorflow-ranking} Downloads
Ploomber ⭐ 2,404
The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
dependent packages 5total releases 89most recent commit 3 days agopypi ploomber} Downloads
Eli5 ⭐ 2,385
A library for debugging/inspecting machine learning classifiers and explaining their predictions
total releases 11most recent commit a year ago
Evidently ⭐ 2,373
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
dependent packages 3total releases 52most recent commit 8 hours agopypi evidently} Downloads
Ml Tutorial Experiment ⭐ 2,352
Coding the Machine Learning Tutorial for Learning to Learn
most recent commit 3 years ago
Ml Workspace ⭐ 2,294
🛠 All-in-one web-based IDE specialized for machine learning and data science.
most recent commit 6 months ago
Girls In Ai ⭐ 2,134
免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战
most recent commit 3 years ago
Forecasting ⭐ 2,122
Time Series Forecasting Best Practices & Examples
most recent commit 5 months ago
Dtreeviz ⭐ 2,083
A python library for decision tree visualization and model interpretation.
dependent packages 12total releases 29most recent commit a month agopypi dtreeviz} Downloads
Tsai ⭐ 2,040
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
dependent packages 1total releases 41most recent commit 10 hours agopypi tsai} Downloads
Spacy Course ⭐ 2,030
👩‍🏫 Advanced NLP with spaCy: A free online course
most recent commit 8 days ago
Machine Learning ⭐ 2,000
🌎 machine learning tutorials (mainly in Python3)
most recent commit 6 days ago
Flaml ⭐ 1,868
A fast library for AutoML and tuning.
dependent packages 3total releases 60most recent commit 13 hours agopypi FLAML} Downloads
Aws Machine Learning University Accelerated Nlp ⭐ 1,813
Machine Learning University: Accelerated Natural Language Processing Class
most recent commit 3 days ago
Objectron ⭐ 1,791
Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following cat
most recent commit 4 months ago
Shapash ⭐ 1,679
🔅 Shapash makes Machine Learning models transparent and understandable by everyone
dependent packages 1total releases 21most recent commit 18 days agopypi shapash} Downloads
Sahi ⭐ 1,634
A lightweight vision library for performing large scale object detection/ instance segmentation.
dependent packages 5total releases 75most recent commit 5 days agopypi sahi} Downloads
Learn Machine Learning In Two Months ⭐ 1,633
Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.
most recent commit 10 months ago
Practical Machine Learning With Python ⭐ 1,586
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
most recent commit 2 years ago
Codesearchnet ⭐ 1,548
Datasets, tools, and benchmarks for representation learning of code.
most recent commit 4 months ago
Deepchecks ⭐ 1,524
Test Suites for Validating ML Models & Data. Deepchecks is a Python package for comprehensively validating your machine learning models and data with minimal effort.
total releases 31most recent commit a day ago
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.
most recent commit a year ago
Machine Learning ⭐ 1,466
머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
most recent commit a month ago
Dat8 ⭐ 1,439
General Assembly's 2015 Data Science course in Washington, DC
most recent commit 6 years ago
Top Deep Learning ⭐ 1,437
Top 200 deep learning Github repositories sorted by the number of stars.
most recent commit 6 months ago
Awesome Pytorch List Cnversion ⭐ 1,426
Awesome-pytorch-list 翻译工作进行中......
most recent commit 10 months ago
Scikit Learn Tips ⭐ 1,393
🤖⚡️ 50 scikit-learn tips
most recent commit 7 months ago
H2o Tutorials ⭐ 1,380
Tutorials and training material for the H2O Machine Learning Platform
most recent commit 2 months ago
Hackermath ⭐ 1,339
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
most recent commit 5 years ago
Cracking The Data Science Interview ⭐ 1,291
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
most recent commit 6 months ago
Face Mask Detection ⭐ 1,244
Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
most recent commit a month ago
Spark Py Notebooks ⭐ 1,227
Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks
most recent commit 5 years ago
Hyperlearn ⭐ 1,226
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!
most recent commit 6 months ago
Aws Machine Learning University Accelerated Cv ⭐ 1,209
Machine Learning University: Accelerated Computer Vision Class
most recent commit 3 days ago
Machine Learning Experiments ⭐ 1,188
🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo
most recent commit 4 months ago
Machine_learning_code_implementation ⭐ 1,144
Mathematical derivation and pure Python code implementation of machine learning algorithms.
most recent commit 5 days ago
Pythoncode Tutorials ⭐ 1,093
The Python Code Tutorials
most recent commit 5 days ago
Awesome Google Colab ⭐ 1,055
Google Colaboratory Notebooks and Repositories (by @firmai)
most recent commit 3 months ago
Ktrain ⭐ 995
ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
dependent packages 2total releases 172most recent commit 5 days agopypi ktrain} Downloads
Musicinformationretrieval.com ⭐ 988
Instructional notebooks on music information retrieval.
most recent commit 21 days ago
Ml Foundations ⭐ 970
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
most recent commit 11 days ago
Amazing Python Scripts ⭐ 943
🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.
most recent commit 7 hours ago
Tensorflow From Zero To One ⭐ 923
TensorFlow 最佳学习资源大全（含课程、书籍、博客、公开课等内容）
most recent commit 2 years ago
Aws Machine Learning University Accelerated Tab ⭐ 847
Machine Learning University: Accelerated Tabular Data Class
most recent commit 3 days ago
Prml ⭐ 825
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
most recent commit 2 months ago
Nannyml ⭐ 796
Detecting silent model failure. NannyML estimates performance with an algorithm called Confidence-based Performance estimation (CBPE), developed by core contributors. It is the only open-source algorithm capable of fully capturing the impact of data drift on performance.
total releases 5most recent commit 2 days ago
Tensorflow 101 ⭐ 780
TensorFlow 101: Introduction to Deep Learning
most recent commit 3 months ago
Course20 ⭐ 774
Deep Learning for Coders, 2020, the website
most recent commit 9 days ago
Cookbook 2nd ⭐ 773
IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018
most recent commit 3 months ago
Imodels ⭐ 765
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
total releases 22most recent commit 6 days ago
Datastream.io ⭐ 761
An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana
most recent commit 2 years ago
Ml Mipt ⭐ 749
Open Machine Learning course at MIPT
most recent commit 2 months ago
Reinforcement_learning_course_materials ⭐ 728
Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University
most recent commit 8 days ago
Data Science Portfolio ⭐ 722
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
most recent commit 4 months ago
Tutorials ⭐ 703
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
most recent commit 15 days ago
Just Pandas Things ⭐ 681
An ongoing list of pandas quirks
most recent commit a year ago
Statsforecast ⭐ 668
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 3total releases 10most recent commit 2 days agopypi statsforecast} Downloads
Ffdl ⭐ 663
Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes
most recent commit 3 months ago
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