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Python code for Machine Learning, Algo Trading Automation, and Numer.ai submissions.

AI Trading & Research

mechanizd.com

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Python code for Machine Learning, Algo Trading Automation, and Numer.ai submissions.

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aifinance

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https://www.mechanizd.com ↗

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GitHub · jrathgeber/Mechanizd ↗

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Research paperChecked capture

Agent Trading Arena

aclanthology.org

Agent Trading Arena probes numerical understanding of LLM-based trading agents in a zero-sum market simulation

Published: Nov 2025
Authors: 7

benchmarkllmagents

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Research paperChecked capture

InvestorBench

aclanthology.org

InvestorBench evaluates LLM-based agents on financial decision-making tasks across multiple asset classes and markets

Published: Jul 2025
Authors: 14

benchmarkllmagents

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Screenshot unavailableResource information and source links remain available.

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FinMTEB

aclanthology.org

FinMTEB is a finance-specific massive text embedding benchmark with 64 datasets across seven financial NLP task types

Published: Nov 2025
Authors: 2

benchmarkembeddingsfinance

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Overview

Topics & capabilities

Source links & provenance

Discovery references

Explore related resources

Agent Trading Arena

InvestorBench

FinMTEB

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