A friendly introduction to machine learning compilers and optimizers
Understanding how compilers work can help you choose the right compiler to bring your models to your hardware of choice as well as diagnose performance issues and speed up your models. This post is a friendly, tearless introduction to ML compilers.
https://huyenchip.com//2021/09/07/a-friendly-introduction-to-machine-learning-compilers-and-optimizers.html
Understanding how compilers work can help you choose the right compiler to bring your models to your hardware of choice as well as diagnose performance issues and speed up your models. This post is a friendly, tearless introduction to ML compilers.
https://huyenchip.com//2021/09/07/a-friendly-introduction-to-machine-learning-compilers-and-optimizers.html
Chip Huyen
A friendly introduction to machine learning compilers and optimizers
[Twitter thread, Hacker News discussion]
The Double Pendulum in Python
Learn how to derive the system of differential equations for the double pendulum using sympy, solve the system of equations numerically using scipy's odeint function, and create an animation of the double pendulum using matplotlib.
https://www.youtube.com/watch?v=8ZZDNd4eyVI
Learn how to derive the system of differential equations for the double pendulum using sympy, solve the system of equations numerically using scipy's odeint function, and create an animation of the double pendulum using matplotlib.
https://www.youtube.com/watch?v=8ZZDNd4eyVI
YouTube
The Double Pendulum in PYTHON
In this video I derive the system of differential equations for the double pendulum using sympy, solve the system of equations numerically using scipy's odeint function, and create an animation of the double pendulum using matplotlib.
Code:
https://git…
Code:
https://git…
What python projects have you worked on to help you learn coding fundamentals?
https://www.reddit.com/r/learnpython/comments/pjdzd2/what_python_projects_have_you_worked_on_to_help/
https://www.reddit.com/r/learnpython/comments/pjdzd2/what_python_projects_have_you_worked_on_to_help/
reddit
What python projects have you worked on to help you learn coding...
I’m pretty new to python and would be interested to hear about projects others have undertaken to increase their proficiency. My focus has been...
nntpserver.py
No-dependency, single file NNTP server library for developing modern, rfc3977-compliant (bridge) NNTP servers.
https://github.com/epilys/nntpserver.py
No-dependency, single file NNTP server library for developing modern, rfc3977-compliant (bridge) NNTP servers.
https://github.com/epilys/nntpserver.py
GitHub
GitHub - epilys/nntpserver.py: No-dependency, single file NNTP server library for developing modern, rfc3977-compliant (bridge)…
No-dependency, single file NNTP server library for developing modern, rfc3977-compliant (bridge) NNTP servers. - GitHub - epilys/nntpserver.py: No-dependency, single file NNTP server library for de...
webcam-filters
Add filters (background blur, etc) to your webcam on Linux.
https://github.com/jashandeep-sohi/webcam-filters
Add filters (background blur, etc) to your webcam on Linux.
https://github.com/jashandeep-sohi/webcam-filters
GitHub
GitHub - jashandeep-sohi/webcam-filters: Add filters (background blur, etc) to your webcam on Linux.
Add filters (background blur, etc) to your webcam on Linux. - jashandeep-sohi/webcam-filters
Combining Python and R for FIFA Football World Ranking Analysis
Showcasing the complementary strengths of Python and R in the field of data science and ...
https://towardsdatascience.com/combining-python-and-r-for-fifa-football-world-ranking-analysis-d71bb6ceacdb
Showcasing the complementary strengths of Python and R in the field of data science and ...
https://towardsdatascience.com/combining-python-and-r-for-fifa-football-world-ranking-analysis-d71bb6ceacdb
Medium
Combining Python and R for FIFA Football World Ranking Analysis
Showcasing the complementary strengths of Python and R in the field of data science and analytics
A Practical Guide to Linear Regression
From EDA to Feature Engineering to Model EvaluationContinue reading on Towards Data Science ...
https://towardsdatascience.com/a-practical-guide-to-linear-regression-3b1cb9e501a6
From EDA to Feature Engineering to Model EvaluationContinue reading on Towards Data Science ...
https://towardsdatascience.com/a-practical-guide-to-linear-regression-3b1cb9e501a6
benbusby / whoogle-search
A self-hosted, ad-free, privacy-respecting metasearch engine
https://github.com/benbusby/whoogle-search
A self-hosted, ad-free, privacy-respecting metasearch engine
https://github.com/benbusby/whoogle-search
GitHub
GitHub - benbusby/whoogle-search: A self-hosted, ad-free, privacy-respecting metasearch engine
A self-hosted, ad-free, privacy-respecting metasearch engine - benbusby/whoogle-search
Here's A More Pythonic Factory Pattern
What would the Factory Pattern look like if it was invented today instead of in the 90s? I talk about the design principles behind the Factory Pattern, and how you can achieve the same thing, but even better, by using modern Python features.
https://www.youtube.com/watch?v=zGbPd4ZP39Y
What would the Factory Pattern look like if it was invented today instead of in the 90s? I talk about the design principles behind the Factory Pattern, and how you can achieve the same thing, but even better, by using modern Python features.
https://www.youtube.com/watch?v=zGbPd4ZP39Y
YouTube
The Factory Design Pattern is Obsolete in Python
💡 Learn how to design great software in 7 steps: https://arjan.codes/designguide.
What would the Factory Pattern look like if it was invented today instead of in the 90s? I talk about the design principles behind the Factory Pattern, and how you can achieve…
What would the Factory Pattern look like if it was invented today instead of in the 90s? I talk about the design principles behind the Factory Pattern, and how you can achieve…
User File Use
Maybe your app needs to handle files from users like profile pictures. Accepting files from others is tricky to do safely. In this article, we'll see the tools that Django provides to manage files safely.
https://www.mattlayman.com/understand-django/media-files/
Maybe your app needs to handle files from users like profile pictures. Accepting files from others is tricky to do safely. In this article, we'll see the tools that Django provides to manage files safely.
https://www.mattlayman.com/understand-django/media-files/
Matt Layman
User File Use
Maybe your app needs to handle files from users like profile pictures. Accepting files from others is tricky to do safely. In this article, we'll see the tools that Django provides to manage files safely.
How To Visualize Databases as Network Graphs in Python
Build a Dash web application to interactively explore database structures.Continue reading on ...
https://towardsdatascience.com/how-to-visualize-databases-as-network-graphs-in-python-2ce3851f8458
Build a Dash web application to interactively explore database structures.Continue reading on ...
https://towardsdatascience.com/how-to-visualize-databases-as-network-graphs-in-python-2ce3851f8458
Tactical RMM
A remote monitoring & management tool, built with Django, Vue and Go.
https://github.com/wh1te909/tacticalrmm
A remote monitoring & management tool, built with Django, Vue and Go.
https://github.com/wh1te909/tacticalrmm
GitHub
GitHub - amidaware/tacticalrmm: A remote monitoring & management tool, built with Django, Vue and Go.
A remote monitoring & management tool, built with Django, Vue and Go. - amidaware/tacticalrmm
quit(), exit(), sys.exit(), os._exit(): the differences and do they it matter?
https://www.reddit.com/r/learnpython/comments/ppnp2v/quit_exit_sysexit_os_exit_the_differences_and_do/
https://www.reddit.com/r/learnpython/comments/ppnp2v/quit_exit_sysexit_os_exit_the_differences_and_do/
reddit
quit(), exit(), sys.exit(), os._exit(): the differences and do...
So I read that all of these send the same signal to the os to terminate program execution. If they function the same way what’s the real...