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Upstream project repository
Configuration injection for Python functions and classes, useful for making experiment parameter binding explicit.
Investigate Can a small bound-function experiment reproduce the intended parameter values after configuration serialization?
Upstream project repository
Genetic programming for symbolic regression and related transformations.
Investigate How often does symbolic regression recover an equivalent low-complexity relation across prespecified seeds?
Upstream project repository
A Python interface to hierarchical HDF5 datasets and attributes.
Investigate Do selected chunking and compression settings preserve exact array values and attributes on a synthetic HDF5 round trip?
Upstream project repository
Neural-network transformations for JAX, supporting studies of parameter initialization and functional apply behavior.
Investigate Does separating initialization from application preserve a small network's parameter identity and deterministic output?
Upstream project repository
Hierarchical density-based clustering with support for variable-density structure and noise labels.
Investigate How does a fixed density-clustering configuration change as a synthetic bridge connects two point clouds?
Upstream project repository
Python interfaces for HEALPix spherical pixelization and map analysis.
Investigate Do pixel centers and equal-area weights recover the integral of a constant spherical map?
Upstream project repository
Forecast reconciliation and evaluation for hierarchical and grouped time series.
Investigate Do reconciled forecasts satisfy all aggregation constraints in a small synthetic hierarchy?
Upstream project repository
Solvers for linear, mixed-integer, and quadratic optimization problems.
Investigate Do returned transportation plans satisfy supply/demand constraints and a matching dual bound?
Upstream project repository
Hidden Markov model estimation and inference with common emission distributions.
Investigate Does the forward-algorithm likelihood equal exhaustive hidden-path summation for a short categorical sequence?
Upstream project repository
Code-generation evaluation repository for examining functional correctness and pass-at-k estimation on programming tasks.
Investigate Does the pass-at-k aggregation match an independently enumerated finite set of synthetic candidate outcomes?
Upstream project repository
Configuration composition tooling for making experimental variants and overrides inspectable.
Investigate Do nested overrides and a small parameter sweep expand into exactly the prespecified configurations?
Upstream project repository
Resampling methods and pipeline tools for learning from imbalanced classes.
Investigate How does the placement of resampling affect a fixed imbalanced-class evaluation?
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