src/covcollab/__init__.py

"""Covert-collaboration research pipeline: dataset generation.

See blueprint.tex — this package implements step 1 (system/channel model)
as a reusable simulator serving step 2 (collaboration-policy design) via
component sampling and step 3 (transformer-Eve training) via frozen-policy
H0/H1 dataset generation.
"""

from .bob import bob_sinr, empirical_sinr, lmmse_estimate
from .channel import block_channels, cn, receive, sigma2_from_snr
from .config import SystemConfig
from .constellations import constellation, draw_symbols
from .formats import FORMAT_IDS, FORMATS, build
from .generate import (
    collaborate,
    component_set,
    eve_dataset,
    sample_components,
    save_shard,
    shard_seed,
    synthesize_bob,
    synthesize_h1,
)
from .pilots import pilot_sequences
from .policy import default_mask, init_identity, init_random, load_policy, project

__all__ = [
    "SystemConfig",
    "FORMATS",
    "FORMAT_IDS",
    "build",
    "constellation",
    "draw_symbols",
    "pilot_sequences",
    "default_mask",
    "project",
    "init_identity",
    "init_random",
    "load_policy",
    "cn",
    "block_channels",
    "sigma2_from_snr",
    "receive",
    "sample_components",
    "collaborate",
    "synthesize_h1",
    "synthesize_bob",
    "eve_dataset",
    "component_set",
    "save_shard",
    "shard_seed",
    "bob_sinr",
    "lmmse_estimate",
    "empirical_sinr",
]