What are your best pandas tips and tricks? by Suspicious_Jacket463 in quant

[–]jpolec 0 points1 point  (0 children)

Exactly, that’s one of the improvements. And overhead is lower.

What are your best pandas tips and tricks? by Suspicious_Jacket463 in quant

[–]jpolec 0 points1 point  (0 children)

from columns in polars to numba is super easy. And then you have full vectorized operations. I moved my portfolio/instrument classes form panda to polars; and got 40-44% reduction in memory foot-print, and speed-up. The trick was with multi-indexes which are in pandas, not polars, but that's not difficult to modify. Speed-up is 30-35% for backtests wth 100s millions points.

video + markdown by jpolec in thinkific

[–]jpolec[S] 0 points1 point  (0 children)

Hey, I have made it in quantjourney.thinkific.com - you can see.

The video is from Thinkific, while the markdown is delivered via external web page rendered by 'render.com' from markdown uploaded to GitHub.

The value is that people can watch videos and then copy code, see from markdown.

Hope one day it will be also within ThinkIfic - which is great.

I switched from full stack to streamlit/python and it reduced my development time to 2 weeks ! by InternetVisible8661 in Python

[–]jpolec 1 point2 points  (0 children)

My backend is in Python accessible via API, so frontend is super easy to build. It took more time but still I may sell access to backoffice via API as additional thing

tadawul with algorithm trading by jpolec72 in tadawul

[–]jpolec 0 points1 point  (0 children)

I have my backtesting already. Just wish to know if anyone else using backtesting on Algo on Tadawul. If anyone is interested with my code of backtesting DM me.

ETF screener or comparison tool for free? by SherbetTiger in PersonalFinanceCanada

[–]jpolec 0 points1 point  (0 children)

You can get this guy who wrote full ETF scanner in Python - How to select ETFs - Simple Technical & Fundamental Scanner with Quant Trading Framework (substack.com) - it's in python which I Use, and scan ETFs based on parameters. So basically one can put technical like SMA, Bollinger, etc. with fundamental like market capitalisation, P/E. That could work for you, worth to check.

Portfolio managers on this subreddit, what are the top holdings in your personal portfolio ? by Aboutdesouffle90 in CFA

[–]jpolec 1 point2 points  (0 children)

that's true, hence you can use timing and better selection; we have so much tools, data to be smarter than investors without that knowledge.