MacroLens A benchmarking corpus for contextual financial reasoning under macroeconomic scenarios across 4,416 U.S. small- and micro-cap equities (2021-01-04 — 2026-03-31). MacroLens unifies seven tasks over a single point-in-time panel: contextual time-series forecasting, public valuation, financial-statement generation, scenario-conditioned return forecasting, private-company valuation, generator evaluation from natural-language descriptions, and real-estate valuation. Task… See the full description on the dataset page: https://huggingface.co/datasets/DeepAuto-AI/MacroLens.
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quantumshield pull DeepAuto-AI/MacroLens Verify integrity
quantumshield verify DeepAuto-AI/MacroLens pip install
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README.md
MacroLens
MacroLens A benchmarking corpus for contextual financial reasoning under macroeconomic scenarios across 4,416 U.S. small- and micro-cap equities (2021-01-04 — 2026-03-31). MacroLens unifies seven tasks over a single point-in-time panel: contextual time-series forecasting, public valuation, financial-statement generation, scenario-conditioned return forecasting, private-company valuation, generator evaluation from natural-language descriptions, and real-estate valuation. Task… See the full description on the dataset page: https://huggingface.co/datasets/DeepAuto-AI/MacroLens.
Intended Uses
This model is registered on the QuantaMrkt quantum-safe registry. This model has not yet been PQC-verified.
Quick Start
# Install the CLI pip install quantumshield # Pull the model quantumshield pull DeepAuto-AI/MacroLens # Verify file integrity quantumshield verify DeepAuto-AI/MacroLens
About
MacroLens A benchmarking corpus for contextual financial reasoning under macroeconomic scenarios across 4,416 U.S. small- and micro-cap equities (2021-01-04 — 2026-03-31). MacroLens unifies seven tasks over a single point-in-time panel: contextual time-series forecasting, public valuation, financial-statement generation, scenario-conditioned return forecasting, private-company valuation, generator evaluation from natural-language descriptions, and real-estate valuation. Task… See the full description on the dataset page: https://huggingface.co/datasets/DeepAuto-AI/MacroLens.
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Pull with QuantumShield
quantumshield pull DeepAuto-AI/MacroLens Verify signatures
quantumshield verify DeepAuto-AI/MacroLens