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Top 23 Jupyter Notebook jupyter-notebook Projects
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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 ;)
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
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prettymaps
A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.
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The-Complete-FAANG-Preparation
This repository contains all the DSA (Data-Structures, Algorithms, 450 DSA by Love Babbar Bhaiya, FAANG Questions), Technical Subjects (OS + DBMS + SQL + CN + OOPs) Theory+Questions, FAANG Interview questions, and Miscellaneous Stuff (Programming MCQs, Puzzles, Aptitude, Reasoning). The Programming languages used for demonstration are C++, Python, and Java.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
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evidently
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
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CFDPython
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
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ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
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awesome-notebooks
A powerful data & AI notebook templates catalog: prompts, plugins, models, workflow automation, analytics, code snippets - following the IMO framework to be searchable and reusable in any context.
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jupyter-text2code
A proof-of-concept jupyter extension which converts english queries into relevant python code
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SaaSHub
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Project mention: About Data analyst, data scientist and data engineer, resources and experiences | dev.to | 2024-03-26Python Data Science Handbook
Project mention: Probabilistic Programming and Bayesian Methods for Hackers (2013) | news.ycombinator.com | 2024-02-10
For folks asking what the Notebook UX offers that the Lab does not, this github thread may be enlightening: https://github.com/jupyter/notebook/issues/6210
(TLDR: some novice users in educational settings find the lab environment overwhelming.)
Project mention: Show HN: Map2Image – Download Beautiful City Maps | news.ycombinator.com | 2024-01-17These maps look great! Reminds me of a project I saw a long time ago [1]. Glad you made this downloadable for everyone who cannot write code.
P.S.: Now, I also have some (birthday) presents ;-)
[1] https://github.com/marceloprates/prettymaps
I need to use AWS Sagemaker (required, can't use easier services) and my adviser gave me this document to start with: https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart-foundation-models/question_answering_retrieval_augmented_generation/question_answering_langchain_jumpstart.ipynb
Project mention: [P] Free open-source ML observability course: starts October 16 🚀 | /r/MachineLearning | 2023-10-15Hi everyone, I’m one of the creators of Evidently, an open-source (Apache 2.0) tool for production ML monitoring. We’ve just launched a free open course on ML observability that I wanted to share with the community.
I really like the simplicity of this framework, and they hit on a lot of common problems found in other agent-based frameworks. Most intrigued by the RAG improvements.
Seems like Microsoft was frustrated with the pace of movement in this space and the shitty results of agents (which admittedly kept my interest turned away from agents for the last few months). I'm interested again because it makes practical sense, and from looking at the example notebooks, seems fairly easy to integrate into existing applications.
Maybe this is the 'low code' approach that might actually work, and bridge together engineering and non-engineering resources.
This example was what caught my eye: https://github.com/microsoft/FLAML/blob/main/notebook/autoge...
Is 12 steps to Navier Stokes a good start? I have done all the modules, wrote all the code by myself (except for the plotting part which I had literally no experience in) and I am trying to solve some random problems in the J P Holman heat transfer book. Then I am thinking of going through the Application part of Anderson CFD.
Found a package na from GitHub that worked on my Macbook. Thanks everyone!
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).
Jupyter Notebook jupyter-notebook related posts
- IPyVizzu: Build animated charts with simple Python syntax
- Probabilistic Programming and Bayesian Methods for Hackers (2013)
- Show HN: Map2Image – Download Beautiful City Maps
- Financial Economics: Financial Economics Models. Extended Research - star count:1033.0
- [P] Free open-source ML observability course: starts October 16 🚀
- A small set of Python functions to draw pretty maps from OpenStreetMap data
- Free Open-source ML observability course
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A note from our sponsor - SaaSHub
www.saashub.com | 26 Apr 2024
Index
What are some of the best open-source jupyter-notebook projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | PythonDataScienceHandbook | 41,485 |
| 2 | Probabilistic-Programming-and-Bayesian-Methods-for-Hackers | 26,341 |
| 3 | handson-ml | 25,097 |
| 4 | homemade-machine-learning | 22,531 |
| 5 | notebook | 11,140 |
| 6 | prettymaps | 10,815 |
| 7 | The-Complete-FAANG-Preparation | 10,022 |
| 8 | amazon-sagemaker-examples | 9,491 |
| 9 | py | 6,626 |
| 10 | NYU-DLSP20 | 6,619 |
| 11 | evidently | 4,644 |
| 12 | lucid | 4,599 |
| 13 | FLAML | 3,671 |
| 14 | HELK | 3,659 |
| 15 | ML-Workspace | 3,324 |
| 16 | CFDPython | 3,214 |
| 17 | ML-foundations | 2,945 |
| 18 | examples | 2,410 |
| 19 | awesome-notebooks | 2,285 |
| 20 | jupyter-text2code | 2,104 |
| 21 | dl-colab-notebooks | 1,659 |
| 22 | machine-learning-asset-management | 1,627 |
| 23 | IRkernel | 1,621 |
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