mixmo.utils.misc

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

Functions

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