mixmo.utils.misc

Utility functions for random sampling, type checking, dictionary handling, checkpoint parsing and configuration

Functions

_print_dict(_dict)

function that print args dictionaries in a beautiful way

clean_startswith(string, regex)

clean_update(old_dict, new_dict)

csv_writter(path, dic)

Utility function to write dictionaries to a csv file

dirty_update(old_dict, new_dict)

find_best_epoch(criteria, logs_file[, minepoch])

Check the log files for the best epoch according to a specific criterion

get_checkpoint(output_folder, epoch)

get_logs_path(output_folder)

get_model_path(output_folder, epoch)

get_nprandom(seed)

(Possibly seeded) np.random instantiation

get_output_folder_from_config(saveplace, …)

get_previous_ckpt(output_folder)

get_random(seed)

(Possibly seeded) random.Random instantiation

ifnotfound_update(old_dict, new_dict)

is_float(num)

is_int(num)

is_nan(num)

is_none(num)

is_zero(num)

load_config_yaml(path)

load_yaml(path)

print_args(args)

print_dict(logs_dict)

random_lower_than(prob[, seed, r])

Uniform probability check

sample_lams(beta[, n, seed])

Sampling lam ratios for mixing from a symmetric Dirichlet distribution

set_determ(seed)

Seeding function for reproducibility

update(old_dict, new_dict[, method])

Update a dictionary in three possible ways depending on situation