Utils

Binarizer(bins[, edge_bins, method, encoding])	Binarize continuous features into thermometer or one-hot encoded bins.
Profiler([poll_rate, cuda_id])	Context manager for profiling CPU and GPU memory usage over time.
Timer()	Context manager for measuring elapsed wall-clock time.
print_table(id, rows[, force_no_rich])	Print a formatted table to the console.
norm_asymmetric(arr[, eps])	Zero-anchored per-sample normalization.

Progress bar

Progress bar settings for YTM.

YTM shows a tqdm progress bar during fit and inference (score, predict, transform, …). The tqdm options used for every bar live in KWARGS. Change them with set_config, or turn the bars off with disable or the TQDM_DISABLE=1 environment variable. bar wraps any iterable in a progress bar with these settings.

ytm.pbar.KWARGS: dict = {'bar_format': '{desc}: {percentage:3.0f}% {n_fmt}/{total_fmt} [{elapsed}<{remaining}, {rate_fmt}{postfix}]', 'disable': False, 'dynamic_ncols': True, 'leave': False}

tqdm options used for every YTM progress bar.

ytm.pbar.bar(iterable, **kwargs)

Make a TQDM progress bar.

ytm.pbar.disable() → None

Turn the progress bar off entirely.

ytm.pbar.set_config(**kwargs) → None

Change the progress bar’s tqdm options, e.g. set_config(bar_format=”…”).