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Eenu Novice FOUNDER
@eenu
Novice FOUNDER
Algorithmic Trading
If you're still learning data wrangling and you're still new to pandas, look into polars. It's a python library but it's rust and apache arrow driven. Thread parallelization + lazy execution + query optimization engine. A lot faster than pandas, but you have to learn how to think  about vectorizing logic rather than iterating through an index. Very good to have in your research pipeline especially if you have lots of operations.
May 19, 2026 · 06:51 AM · 34 views · Commons
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@augustus
Emperor of Rome FOUNDER
@augustus · May 19, 2026 · 11:08 PM
FOUNDER
Hmm sounds really interesting.
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@quantguild
Roman Paolucci Mod Trader FOUNDER
@quantguild · May 19, 2026 · 01:54 PM
Trader FOUNDER
Great post, I second this especially with availability of LLMs you need not relearn any syntax but apply the same concepts using a slightly different prompt
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