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Upstream project repository
Language-model evaluation tooling for tracking prompt construction, scoring choices and evaluation configuration.
Investigate Can two declared scoring configurations be compared without changing task examples or model revision?
Upstream project repository
Panel, instrumental-variable, and system regression estimators for econometrics.
Investigate Does two-stage least squares match the independently computed projection formula on a full-rank synthetic design?
Upstream project repository
Model-provider interface and proxy tooling for inspecting request normalization, usage accounting and backend differences.
Investigate Can a local mock provider show whether retries and usage fields remain traceable without issuing any real model calls?
Upstream project repository
Code-model benchmark repository with time-aware task collections for studying evaluation provenance and data contamination.
Investigate Can task timestamps and release identifiers support a reproducible evaluation cut without silently mixing newer problems?
Upstream project repository
C/C++ language-model inference implementation for studying quantization and execution tradeoffs across supported hardware.
Investigate What output deviation and resource changes accompany one fixed quantization choice on an independently licensed tiny model?
Upstream project repository
Nonlinear model fitting with named parameters, constraints, and uncertainty-analysis tools.
Investigate How do parameter estimates and residuals change as two synthetic peaks become less separated?
Upstream project repository
Analysis of molecular-simulation trajectories and coordinate data.
Investigate Do distance calculations follow the declared periodic-boundary convention on a small synthetic trajectory?
Upstream project repository
Molecular dynamics trajectory loading and analysis routines.
Investigate Do selected trajectory observables agree with independent vector-geometry formulas?
Upstream project repository
Agent-based simulation components and model-analysis tools for Python.
Investigate How does activation order change the outcome of a fixed deterministic agent-interaction fixture?
Upstream project repository
Compact software engineering agent implementation for examining minimal agent loops and inspectable action traces.
Investigate Can a tiny offline task distinguish task success from a successful shell command in a recorded agent trajectory?
Upstream project repository
Experiment and model lifecycle tooling for preserving parameters, artifacts and evaluation lineage across runs.
Investigate Can an experiment record reconstruct the exact configuration and artifact digest for a chosen synthetic run?
Upstream project repository
Processing and analysis tools for electrophysiological recordings such as EEG and MEG.
Investigate How does a specified filter alter known-frequency components and edge samples in a generated signal?
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