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Top 23 Jupyter Notebook Python Projects
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Project mention: I want to learn more about AI and Machine Learning | reddit.com/r/ArtificialInteligence | 2023-01-12
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InfluxDB
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.
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Project mention: What are the best Python libraries to learn for beginners? | reddit.com/r/learnpython | 2023-01-30
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Made-With-ML
Learn how to responsibly develop, deploy and maintain production machine learning applications.
Project mention: Made with ML: how much time would it take to follow the whole course? | reddit.com/r/learnmachinelearning | 2023-01-31Hello fellow learners; the title says it all. Do you have experience completing the course? How much time do you think I should reserve to finish it? Thanks to anyone that will help :)
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Project mention: need a book recommendation for machine learning on python | reddit.com/r/learnpython | 2022-05-25
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow is often recommended. You can check out the GitHub repo first: https://github.com/ageron/handson-ml
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You may know fast.ai as a popular deep learning course. There is also a deep learning library with the same name (https://github.com/fastai/fastai) as well as software development tools like nbdev (https://nbdev.fast.ai/).
fast.ai has been offering education and tools for free for over 7 years, and has been approached by many companies asking for help. This program offers an avenue for business to get relevant professional services and support.
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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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SonarLint
Clean code begins in your IDE with SonarLint. Up your coding game and discover issues early. SonarLint is a free plugin that helps you find & fix bugs and security issues from the moment you start writing code. Install from your favorite IDE marketplace today.
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Pytudes by Peter Norvig — Python programs, usually short, of considerable difficulty
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Project mention: How do I reset my career after already getting my masters? | reddit.com/r/AskUK | 2022-08-20
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Project mention: Fastai Chapter 4 - The important parts, Part 2: Building a regression model | dev.to | 2023-01-25
The book is available online here The course is accessible here
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awesome-python-applications
💿 Free software that works great, and also happens to be open-source Python.
This list might help: https://github.com/mahmoud/awesome-python-applications
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python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
Project mention: Can you recommend a Python textbook to replace "An Introduction to Statistical Learning with Applications in R", Witten, J. et. al. [E] | reddit.com/r/statistics | 2022-12-12 -
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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.
Project mention: I'm building an IDE and open source library to make it easier to work with geospatial data using Python | reddit.com/r/Python | 2022-11-04 -
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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.
4. The Complete FAANG Preperation
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Project mention: pycaret: An open-source, low-code machine learning library in Python | reddit.com/r/coolgithubprojects | 2022-09-13
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TTS
:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts) (by mozilla)
Project mention: What is the most human-souding TTS option in Archlinux, available through arch repos and AUR? | reddit.com/r/archlinux | 2023-01-23 -
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: Best machine learning framework(s) for production | reddit.com/r/learnmachinelearning | 2022-12-05Thanks for the input. To clarify, I am more focused on choosing the modeling framework(s) that makes the most sense to use for future production. For example, is h2o.ai a good framework for training models for later deployment (through something like elastic beanstalk, Flask API's etc.)? I came across a number of mentions of Tensorflow, however it is focused on neural nets while I also want to use classic models such as random forests, etc.
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Project mention: I'm in my 30's and never had a "real job" - I have depression and anxiety, how do I get my life in order? | reddit.com/r/findapath | 2022-10-02
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vosk-api
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
The set up script wants to download https://github.com/alphacep/vosk-api/releases/download/v0.3.45/vosk-model-en-v0.3.45.zip, but this resource is not found. AFAICT all releases never contained a model file. Remedy: hardcode one model from https://alphacephei.com/vosk/models. I guessed and picked the one with the closest name, vosk-model-en-us-0.22.zip, just so I could continue.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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 2023-01-31.
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A note from our sponsor - InfluxDB
www.influxdata.com | 4 Feb 2023
Index
What are some of the best open-source Python projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | ML-For-Beginners | 44,300 |
| 2 | TensorFlow-Examples | 42,491 |
| 3 | PythonDataScienceHandbook | 37,309 |
| 4 | Made-With-ML | 32,228 |
| 5 | handson-ml | 24,961 |
| 6 | fastai | 23,335 |
| 7 | homemade-machine-learning | 20,838 |
| 8 | pytudes | 19,985 |
| 9 | Data-Science-For-Beginners | 17,522 |
| 10 | fastbook | 17,136 |
| 11 | awesome-python-applications | 14,223 |
| 12 | python-machine-learning-book | 11,780 |
| 13 | PRML | 10,876 |
| 14 | prettymaps | 9,007 |
| 15 | computervision-recipes | 8,821 |
| 16 | The-Complete-FAANG-Preparation | 8,697 |
| 17 | pycaret | 6,852 |
| 18 | TTS | 6,637 |
| 19 | H2O | 6,123 |
| 20 | python-docs-samples | 6,050 |
| 21 | py | 5,907 |
| 22 | vosk-api | 5,107 |
| 23 | BigDL | 4,140 |
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com