PyTorch Lightning for Dummies - A Tutorial and Overview
The ultimate PyTorch Lightning tutorial. Learn how it compares with vanilla PyTorch, and how to build and train models with PyTorch Lightning.
https://www.assemblyai.com/blog/pytorch-lightning-for-dummies/
The ultimate PyTorch Lightning tutorial. Learn how it compares with vanilla PyTorch, and how to build and train models with PyTorch Lightning.
https://www.assemblyai.com/blog/pytorch-lightning-for-dummies/
News, Tutorials, AI Research
PyTorch Lightning for Dummies - A Tutorial and Overview
In this tutorial we’ll explore the differences between Lightning and ordinary PyTorch, understand the Lightning workflow, and then build and train a model to see Lightning in action.
open-mmlab / mmtracking
OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.
https://github.com/open-mmlab/mmtracking
OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.
https://github.com/open-mmlab/mmtracking
GitHub
GitHub - open-mmlab/mmtracking: OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking…
OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framewor...
The future of Python build systems and Gentoo
https://blogs.gentoo.org/mgorny/2021/11/07/the-future-of-python-build-systems-and-gentoo/
https://blogs.gentoo.org/mgorny/2021/11/07/the-future-of-python-build-systems-and-gentoo/
Create a Neural Network from Scratch in Python 3
Neural networks are a foundational concept to machine learning. In this post we’re going to build a fully connected deep neural net (DNN) from scratch in Python 3.
https://pythonalgos.com/2021/12/06/create-a-neural-network-from-scratch-in-python-3/
Neural networks are a foundational concept to machine learning. In this post we’re going to build a fully connected deep neural net (DNN) from scratch in Python 3.
https://pythonalgos.com/2021/12/06/create-a-neural-network-from-scratch-in-python-3/
Python Algorithms
Neural Network Code in Python 3 from Scratch
This is for the actual machine learning enthusiasts who want to know what the code for a neural network in Python looks like. In this post we’re going to build a fully connected deep neural net (DN…
Scripting Minecraft server with Python
Minecraft has an API. If you run your server, you can program it from Python. Here are notes from how I set it up. It’s a lot of fun to make things happen in Minecraft with Python.
https://darkcoding.net/software/scripting-minecraft-server-with-python/
Minecraft has an API. If you run your server, you can program it from Python. Here are notes from how I set it up. It’s a lot of fun to make things happen in Minecraft with Python.
https://darkcoding.net/software/scripting-minecraft-server-with-python/
Graham King
Scripting Minecraft server with Python
Minecraft has an API. If you run your own server you can program it from Python.
View a python function's history over-time with Git & FZF
https://bhupesh.gitbook.io/notes/git/view-python-function-git-history-with-fzf
https://bhupesh.gitbook.io/notes/git/view-python-function-git-history-with-fzf
mpcabete / bombcrypto-bot
This is a python bot that automatically logs in, clicks the new button, and sends heroes to work in the bombcrypto game. It is fully open source and free.
https://github.com/mpcabete/bombcrypto-bot
This is a python bot that automatically logs in, clicks the new button, and sends heroes to work in the bombcrypto game. It is fully open source and free.
https://github.com/mpcabete/bombcrypto-bot
GitHub
GitHub - mpcabete/bombcrypto-bot: This is a python bot that automatically logs in, clicks the new button, and sends heroes to work…
This is a python bot that automatically logs in, clicks the new button, and sends heroes to work in the bombcrypto game. It is fully open source and free. - mpcabete/bombcrypto-bot
Folders.py
Implementation of the Folders esoteric programming language, a language with no code and just folders.
https://github.com/SinaKhalili/Folders.py
Implementation of the Folders esoteric programming language, a language with no code and just folders.
https://github.com/SinaKhalili/Folders.py
GitHub
GitHub - SinaKhalili/Folders.py: Implementation of the Folders📂 esoteric programming language, a language with no code and just…
Implementation of the Folders📂 esoteric programming language, a language with no code and just folders. - SinaKhalili/Folders.py
deepset-ai / haystack
🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.
https://github.com/deepset-ai/haystack
🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.
https://github.com/deepset-ai/haystack
GitHub
GitHub - deepset-ai/haystack: AI orchestration framework to build customizable, production-ready LLM applications. Connect components…
AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data...
Let’s Write a Game Boy Emulator in Python
Remember the Game Boy? Have you ever wondered what it would take to build an emulator capable of running Game Boy cartridges? Let’s write one and find out!
https://www.inspiredpython.com/course/game-boy-emulator/let-s-write-a-game-boy-emulator-in-python
Remember the Game Boy? Have you ever wondered what it would take to build an emulator capable of running Game Boy cartridges? Let’s write one and find out!
https://www.inspiredpython.com/course/game-boy-emulator/let-s-write-a-game-boy-emulator-in-python
Inspiredpython
Let’s Write a Game Boy Emulator in Python
Remember the Game Boy? Have you ever wondered what it would take to build an emulator capable of running Game Boy cartridges? Let’s write one and find out!
Some Language Features in Python
In this tutorial, we will cover several common language features in Python that distinct itself from other programming languages.
https://machinelearningmastery.com/some-language-features-in-python/
In this tutorial, we will cover several common language features in Python that distinct itself from other programming languages.
https://machinelearningmastery.com/some-language-features-in-python/
MachineLearningMastery.com
Some Language Features in Python - MachineLearningMastery.com
The Python language syntax is quite powerful and expressive. Hence it is concise to express an algorithm in Python. Maybe this is the reason why it is popular in machine learning, as we need to experiment a lot in developing a machine learning model.
If…
If…
A reverse chronology of some Python features
https://snarky.ca/a-reverse-chronology-of-some-python-features/
https://snarky.ca/a-reverse-chronology-of-some-python-features/
Tall, Snarky Canadian
A reverse chronology of some Python features
I occasionally hear people lament that Python is "bloated", "too big", "going
enterprise", or some other phrasing to suggest there was once an "ideal" version
of Python that had less bloat and was closer to what the person wanted.
But then this lament is…
enterprise", or some other phrasing to suggest there was once an "ideal" version
of Python that had less bloat and was closer to what the person wanted.
But then this lament is…
Implementing RSA in Python from Scratch
https://coderoasis.com/implementing-rsa-from-scratch-in-python/
https://coderoasis.com/implementing-rsa-from-scratch-in-python/
Jupyter Games
While Jupyter is widely used as a scientific and educational tool, Jupyter is seldom used as a platform for game development. In this post, we show how Jupyter can be used to develop tiny games based on Box2D.
https://blog.jupyter.org/jupyter-games-cda20dc15a21
While Jupyter is widely used as a scientific and educational tool, Jupyter is seldom used as a platform for game development. In this post, we show how Jupyter can be used to develop tiny games based on Box2D.
https://blog.jupyter.org/jupyter-games-cda20dc15a21
Medium
Jupyter Games
Ipycanvas + Box2D
pathlib instead of os. f-strings instead of .format. Are there other recent versions of older Python libraries we should consider?
https://www.reddit.com/r/Python/comments/rjg2yd/pathlib_instead_of_os_fstrings_instead_of_format/
https://www.reddit.com/r/Python/comments/rjg2yd/pathlib_instead_of_os_fstrings_instead_of_format/
reddit
pathlib instead of os. f-strings instead of .format. Are there...
Posted in r/Python by u/MusicPythonChess • 761 points and 300 comments
Python in Visual Studio Code – December 2021 Release
This release includes:
https://devblogs.microsoft.com/python/python-in-visual-studio-code-december-2021-release/
This release includes:
https://devblogs.microsoft.com/python/python-in-visual-studio-code-december-2021-release/
Python
Python in Visual Studio Code – December 2021 Release
We are happy to announce that the December 2021 release of the Python Extension for VS Code is now available. This announcement includes a new refactoring option via Pylance, rich editing support for virtual or untrusted workspaces, an update regarding debugging…