delu

Deep Learning Utilities for PyTorch users.

Data

Stream

Smart wrapper for data loaders and iterables.

Monitoring

ProgressTracker	Tracks the best score, helps with early stopping.
Timer	Measures time.

Tensor operations

collate	Almost an alias for torch.utils.data.dataloader.default_collate.
concat	Concatenate items (tensors, numpy-arrays, tuples, dicts etc.) along the first dimension.
iter_batches	Efficiently iterate over data (tensor, tuple of tensors, dict of tensors etc.) in a batchwise manner.

Utilities

improve_reproducibility

Set seeds in random, numpy and torch and make some cuDNN operations deterministic.

evaluation

Context-manager & decorator for models evaluation.

Submodules

See the sidebar on the left.