Jupyter Notebook Python

Open-source Jupyter Notebook projects categorized as Python | Edit details

Top 23 Jupyter Notebook Python Projects

  • GitHub repo TensorFlow-Examples

    TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

    Project mention: Keras vs. TensorFlow | dev.to | 2021-06-06

    A linear regression model

  • GitHub repo PythonDataScienceHandbook

    Python Data Science Handbook: full text in Jupyter Notebooks

    Project mention: Book for a specific purpose | reddit.com/r/learnpython | 2022-01-15

    The Python Data Science Handbook: https://github.com/jakevdp/PythonDataScienceHandbook

  • OPS

    OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.

  • GitHub repo MadeWithML

    Learn how to responsibly deliver value with ML.

    Project mention: New to mlops, where do I need to start | reddit.com/r/mlops | 2021-11-01

    Standing recommendation for beginners (we should eventually make a wiki) is https://madewithml.com/

  • GitHub repo ML-For-Beginners

    12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

    Project mention: Top Github repo trends in 2021 | dev.to | 2022-01-12

    three educational courses- Web Dev, ML, and IoT for beginners. Note re using educational resources as a strategy for marketing , at least the ML course links to various Azure services. Google does this a bunch as well, with Collab notebooks often being used to demo educational materials.

  • GitHub repo fastai

    The fastai deep learning library

    Project mention: Good practices for neural network training: identify, save, and document best models | dev.to | 2022-01-04

    If you are unaware of what fastai is, its official description is:

  • GitHub repo homemade-machine-learning

    🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

    Project mention: Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained | reddit.com/r/MachineLearning | 2021-10-27
  • GitHub repo pytudes

    Python programs, usually short, of considerable difficulty, to perfect particular skills.

    Project mention: norvig/pytudes: Python programs, usually short, of considerable difficulty, to perfect particular skills. | reddit.com/r/savedForMS | 2021-12-27
  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • GitHub repo fastbook

    The fastai book, published as Jupyter Notebooks

    Project mention: Starting a career as a Python developer | reddit.com/r/learnpython | 2021-12-20

    I’m a fan of fast book by fastai.

  • GitHub repo awesome-python-applications

    💿 Free software that works great, and also happens to be open-source Python.

    Project mention: Where can I find real world django projects to read? | reddit.com/r/django | 2022-01-01
  • GitHub repo python-machine-learning-book

    The "Python Machine Learning (1st edition)" book code repository and info resource

    Project mention: What is the purpose of meshgrid in Python / NumPy? | reddit.com/r/codehunter | 2022-01-06

    I am studying "Python Machine Learning" from Sebastian Raschka, and he is using it for plotting the decision borders. See input 11 here.

  • GitHub repo PRML

    PRML algorithms implemented in Python

  • GitHub repo pandas-profiling

    Create HTML profiling reports from pandas DataFrame objects

    Project mention: Day 2: Fancy packages to work with Dataframe | dev.to | 2021-12-28

    2 packages I want to mention is pandas-profiling and Mito.

  • GitHub repo Data-Science-For-Beginners

    10 Weeks, 20 Lessons, Data Science for All!

    Project mention: Ranqueiem minha experiência empregatícia fake | reddit.com/r/brasil | 2021-12-27
  • GitHub repo PySyft

    A library for answering questions using data you cannot see

    Project mention: I made a YT video showing how to host your own super accurate (microsecond) network time (NTP) server using the PPS output of a $12 GPS module | reddit.com/r/selfhosted | 2022-01-13

    Love this kind of project. To me this is just like https://github.com/open-quantum-safe/oqs-demos/ or https://github.com/OpenMined/PySyft or even k3s so often mentioned in this sub in the sense that I personally don't have a need for it. Yet I find it amazing that us, random curious geeks, have access to this kind of mind blowing technologies for basically free.

  • GitHub repo H2O

    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.

    Project mention: [PAID] Looking for Phaser.js game developer | reddit.com/r/INAT | 2021-12-09

    Built and founded various web3 projects for last 2 years such as OpenArt and 8RealmDojo for last 2 years as well as being high performing student in CTU in Prague and SeoulTech. Was offered internships in Amazon and H2O.ai. Created robots assistants using robots from SoftBank.

  • GitHub repo TTS

    :robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

    Project mention: Ich werde bald, vorrausichtlich noch dieses Jahr, stumm werden. Was nun? | reddit.com/r/de | 2022-01-15
  • GitHub repo pycaret

    An open-source, low-code machine learning library in Python

    Project mention: Pycaret | news.ycombinator.com | 2021-12-28
  • GitHub repo py

    Repository to store sample python programs for python learning

    Project mention: Andrew Ng or more hands-on course? | reddit.com/r/learnmachinelearning | 2021-08-02

    I will give it a look into Ng's course, try out some of the resources in this github and look into this website too

  • GitHub repo BigDL

    Building Large-Scale AI Applications for Distributed Big Data

    Project mention: Machine learning on JVM | reddit.com/r/scala | 2021-04-05

    Intel BigDL for Spark which again is for Spark.

  • GitHub repo machine_learning_basics

    Plain python implementations of basic machine learning algorithms

    Project mention: Bayesian linear regression in (plain) Python | reddit.com/r/Python | 2021-01-29

    A while back I open sourced a repository implementing fundamental machine learning algorithms in Python, along with the most important theoretical information. I originally created the repository for myself when preparing for AI residency interviews. You can find the original Reddit post here.

  • GitHub repo Financial-Models-Numerical-Methods

    Collection of notebooks about quantitative finance, with interactive python code.

    Project mention: Ask HN: Best Resources on (Computational) Finance | news.ycombinator.com | 2021-01-30

    I found this collection of Jupyter notebooks really well done. Some basic knowledge in stochastic calculus, financial mathematics and statistics is needed.

    https://github.com/cantaro86/Financial-Models-Numerical-Meth...

  • GitHub repo Quantum

    Microsoft Quantum Development Kit Samples (by microsoft)

    Project mention: Shor's Algorithm | reddit.com/r/QuantumComputing | 2021-11-05

    Here's a nice blog post which contains references. It uses Q#, and Microsoft has many online resources as well, namely a here and here.

  • GitHub repo adanet

    Fast and flexible AutoML with learning guarantees.

    Project mention: Show HN: AutoAI | news.ycombinator.com | 2021-11-12

    Looks like a nice project. I just bookmarked it to try sometime.

    At a previous job, my boss wanted me to spend time on AutoML. I based my work on Google’s AdaNet [1] that did architecture search inside a single TensorFlow session. Unfortunately that project seems to have been abandoned.

    [1] https://github.com/tensorflow/adanet

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2022-01-15.

Jupyter Notebook Python related posts

Index

What are some of the best open-source Python projects in Jupyter Notebook? This list will help you:

Project Stars
1 TensorFlow-Examples 41,573
2 PythonDataScienceHandbook 32,291
3 MadeWithML 29,409
4 ML-For-Beginners 28,735
5 fastai 21,844
6 homemade-machine-learning 18,774
7 pytudes 18,098
8 fastbook 14,148
9 awesome-python-applications 13,344
10 python-machine-learning-book 11,454
11 PRML 10,260
12 pandas-profiling 8,399
13 Data-Science-For-Beginners 8,027
14 PySyft 7,871
15 H2O 5,691
16 TTS 5,537
17 pycaret 4,943
18 py 4,304
19 BigDL 3,824
20 machine_learning_basics 3,586
21 Financial-Models-Numerical-Methods 3,562
22 Quantum 3,467
23 adanet 3,351
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