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DeepAlpha FreqAI
ML toolkit for time-series prediction - free on PyPI
DeepAlpha is an open-source Python toolkit with LightGBM ensemble, SHAP feature selection, and walk-forward validation for time-series prediction.
Hey PH! I am Stefano, a quant developer from Italy. I built DeepAlpha because ML pipelines either overfit or took weeks to set up. This gives you SHAP selection and walk-forward CV in one pip install. 60-65% accuracy on out-of-sample. Would love your feedback!
About DeepAlpha FreqAI on Product Hunt
“ML toolkit for time-series prediction - free on PyPI”
DeepAlpha FreqAI was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #92 on the daily leaderboard. DeepAlpha is an open-source Python toolkit with LightGBM ensemble, SHAP feature selection, and walk-forward validation for time-series prediction.
On the analytics side, DeepAlpha FreqAI competes within Open Source, Development and Online Learning — topics that collectively have 77.6k followers on Product Hunt. The dashboard above tracks how DeepAlpha FreqAI performed against the three products that launched closest to it on the same day.
Who hunted DeepAlpha FreqAI?
DeepAlpha FreqAI was hunted by Stefano viana. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of DeepAlpha FreqAI including community comment highlights and product details, visit the product overview.
Stefano viana