File size: 1,916 Bytes
80b01cc | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 | """Paper names and executable fixed-family constructors (no baselines)."""
from __future__ import annotations
from typing import Any
FIXED_METHODS = {
"wisp_ss": "WISP-SS",
"wisp_rc": "WISP-RC",
"wisp_so": "WISP-SO",
"wisp_cse": "WISP-CSE",
"wisp_gis": "WISP-GIS",
"wisp_cis": "WISP-CIS",
"wisp_ese": "WISP-ESE",
}
SELECTION_METHODS = {
"wisp_select5": "WISP-Select5",
"wisp_select7": "WISP-Select7",
}
SEARCH_METHODS = {
"wisp_random": "WISP-Random",
"wisp_evolution": "WISP-Evolution",
}
def list_methods() -> list[dict[str, Any]]:
"""Describe the full paper series without importing optional backends."""
out: list[dict[str, Any]] = []
for group, names in (
("fixed_family", FIXED_METHODS),
("validation_selection", SELECTION_METHODS),
("search", SEARCH_METHODS),
):
for method_id, name in names.items():
out.append({
"method_id": method_id,
"paper_name": name,
"group": group,
"checkpoint_loading": True,
"family_fit": group == "fixed_family",
"select_fit": group == "validation_selection",
"search": group == "search",
})
return out
def build_family(method_id: str, *, seed: int, n_jobs: int = 1,
direct: bool = False, overrides: dict[str, Any] | None = None) -> Any:
"""Construct one fixed WISP family; construction does not fit it."""
if method_id not in FIXED_METHODS:
raise ValueError(f"family-fit supports fixed families only: {', '.join(FIXED_METHODS)}")
if n_jobs < 1:
raise ValueError("n_jobs must be positive")
from wisp.registry import build_method
params = dict(overrides or {})
if direct:
params["use_hmm"] = False
return build_method(method_id, seed=seed, n_jobs=n_jobs, overrides=params)
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