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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
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- Arduino or Raspberry Pi
- Python Project Recommendations
- Coral USB Accelerator: an external Edge TPU coprocessor that connects via USB
- Coral USB Accelerator: an external Edge TPU coprocessor that connects via USB
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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 | |
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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 |