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@trentmc trentmc released this 28 Feb 04:21
· 204 commits to main since this release
v0.3.0
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Learn about vigilant mode.

In this release, the main change is: prediction bots submit "up" and "down" predictions with a stake-weighted confidence on each, i.e. "two-sided prediction". This reduces epoch-to-epoch variance and increases profitability.

What's changed

  • Predictoor bots: Two-sided prediction #670. Easy deployment of >1 agents via Kubernetes + CLI; pm2 deprecated #570
  • Trader bots: live-mocking ability, enabling "ghost" trades.
  • Simulator: predictions are two-sided. Trades use model confidence. New plots like predictoor profit vs. time and a visual of model probability response surface. Live trading possible.
  • Data pipeline: better structure. Analytics are starting to get built on top.
  • UX: There is now proper Python-style logging. ppss.yaml tuned. Small CLI utilities added.
  • Core: The codebase is more robust, including greatly-expanded type-checking and several bug fixes. Predictoor and trader agents are refactored to be simpler. Technical debt is low -- no small feat.

Contributors: @trizin @calina-c @KatunaNorbert @kdetry @idiom-bytes @graceful-coder @trentmc

Full Changelog: v0.2.0...v0.3.0

Contributors

calina-c, trentmc, and 5 other contributors
Assets 2