__init__.py

__version__ = '1.16.dev0'

from sinter._collection import (
    collect,
    iter_collect,
    post_selection_mask_from_4th_coord,
    Progress,
)
from sinter._data import (
    AnonTaskStats,
    CollectionOptions,
    CSV_HEADER,
    read_stats_from_csv_files,
    stats_from_csv_files,
    Task,
    TaskStats,
)
from sinter._decoding import (
    CompiledDecoder,
    Decoder,
    BUILT_IN_DECODERS,
    BUILT_IN_SAMPLERS,
    Sampler,
    CompiledSampler,
)
from sinter._probability_util import (
    comma_separated_key_values,
    Fit,
    fit_binomial,
    fit_line_slope,
    fit_line_y_at_x,
    log_binomial,
    log_factorial,
    shot_error_rate_to_piece_error_rate,
)
from sinter._plotting import (
    better_sorted_str_terms,
    plot_discard_rate,
    plot_error_rate,
    plot_custom,
    group_by,
)
from sinter._predict import (
    predict_discards_bit_packed,
    predict_observables_bit_packed,
    predict_on_disk,
    predict_observables,
)