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Top 23 Jupyter Notebook Python Projects
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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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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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awesome-python-applications
💿 Free software that works great, and also happens to be open-source Python.
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python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
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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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numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
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TTS
:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts) (by mozilla)
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vosk-api
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
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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.
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Financial-Models-Numerical-Methods
Collection of notebooks about quantitative finance, with interactive python code.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: About Data analyst, data scientist and data engineer, resources and experiences | dev.to | 2024-03-26Python Data Science Handbook
Project mention: [D] How do you keep up to date on Machine Learning? | /r/learnmachinelearning | 2023-08-13Made With ML
Get started with Data Science in the Data Science for Beginners curricula.
Project mention: Ask HN: High quality Python scripts or small libraries to learn from | news.ycombinator.com | 2024-04-19Peter Norvig's work is great to learn from https://github.com/norvig/pytudes
Project mention: The fastai book, published as Jupyter Notebooks | news.ycombinator.com | 2024-01-17
Project mention: Finetune a GPT Model for Spam Detection on Your Laptop in Just 5 Minutes | news.ycombinator.com | 2024-05-03
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
Coqui-ai was a commercial continuation of Mozilla TTS and STT (https://github.com/mozilla/TTS).
At the time (2018-ish), it was really impressive for on-device voice synthesis (with a quality approaching the Google and Azure cloud-based voice synthesis options) and open source, so a lot of people in the FOSS community were hoping it could be used for a privacy-respecting home assistant, Linux speech synthesis that doesn't suck, etc.
After Mozilla abandoned the project, Coqui continued development and had some really impressive one-shot voice cloning, but pivoted to marketing speech synthesis for game developers. They were probably having trouble monetizing it, and it doesn't surprise me that they shut down.
An equivalent project that's still in active development and doing really well is Piper TTS (https://github.com/rhasspy/piper).
Project mention: Infini-Gram: Scaling unbounded n-gram language models to a trillion tokens | news.ycombinator.com | 2024-05-05
QuickStart code
I would use H20 if I were you. You can try out LLMs with a nice GUI. Unless you have some familiarity with the tools needed to run these projects, it can be frustrating. https://h2o.ai/
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 Python related posts
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Análise barragens - parte 2
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Finetune a GPT Model for Spam Detection on Your Laptop in Just 5 Minutes
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Show HN: Hamilton's UI – observability, lineage, and catalog for data pipelines
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Alternative Chunking Methods
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Insights from Finetuning LLMs for Classification Tasks
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When Will the GenAI Bubble Burst?
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What things are happening in ML that we can't hear oer the din of LLMs?
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A note from our sponsor - InfluxDB
www.influxdata.com | 9 May 2024
Index
What are some of the best open-source Python projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | TensorFlow-Examples | 43,225 |
| 2 | PythonDataScienceHandbook | 41,540 |
| 3 | Made-With-ML | 35,702 |
| 4 | Data-Science-For-Beginners | 26,485 |
| 5 | fastai | 25,638 |
| 6 | handson-ml | 25,094 |
| 7 | homemade-machine-learning | 22,545 |
| 8 | pytudes | 22,421 |
| 9 | fastbook | 20,780 |
| 10 | awesome-python-applications | 16,239 |
| 11 | LLMs-from-scratch | 14,440 |
| 12 | python-machine-learning-book | 12,076 |
| 13 | PRML | 11,250 |
| 14 | prettymaps | 10,844 |
| 15 | The-Complete-FAANG-Preparation | 10,048 |
| 16 | numerical-linear-algebra | 10,016 |
| 17 | TTS | 8,821 |
| 18 | pycaret | 8,450 |
| 19 | vosk-api | 7,085 |
| 20 | python-docs-samples | 6,995 |
| 21 | H2O | 6,737 |
| 22 | py | 6,636 |
| 23 | Financial-Models-Numerical-Methods | 5,267 |
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