TorchExplorer 1.1.0: new attach function, multiple forward calls support, documentation, interface improvements

Vega spec version 3d

Release notes:

1. Add attach function for displaying intermediate values in forward
2. Add support for multiple forward invocations in training loop
3. Make input/output/attach nodes show up as Tensor nodes in Vega
4. Add documentation site
5. Fix double-hooking for non tracking hooks
6. Small visual tweaks

TorchExplorer 1.0.0: initial stable release

Vega spec version 3c

First stable release! Only a few small changes from 0.5.1.

Release notes:

1. Small tweaks to make logging happen on first epoch, fixing histogram order, better standalone reliability
2. Help button on the vega interface, help image in the README

TorchExplorer 0.5.1: major refactors, i/o node tooltips and visualization, vega improvements

Vega spec version 3b

Last "alpha" release before 1.0.0. Version 0.5.0 package is screwed up so this is the replacement.

Release notes:

1. Major code refactoring, both structural and line-by-line to improve clarity and modularity
2. Input/output nodes have tooltips showing tensor type and shape. They can be dragged into the right panel to visualize.
3. Small Vega improvements: magnifying glass locates parent node, histogram title and grad/grad norm text separated, left-align panel headers
4. Confirm desired functionality for nn.Embedding module, expand test suite
5. Documentation improvements

TorchExplorer 0.4.0: better tooltips, graphviz caching, Python 3.8 compatability

Vega spec version 2a

Release notes:

1. Add compatability for Python 3.8-3.11
2. Caching of graphviz calls (before graphviz was re-executed every log)
3. Nice tooltips in the Vega interface, showing input/output shapes and Module parameters
4. Small bugfixes and api default adjustments

TorchExplorer 0.3.0: separate multiple inputs/outputs, watch multiple modules,

Vega spec version: 1c

Release notes:

1. Fix histogram outlier rejection bug
2. Support for watching multiple modules in one training run
3. Better logging with wandb: immediate first-step structure logging and set commit=False
4. Add workaround for ulimit bug
5. Add "close panel" and "open module" buttons to the UI
6. Separate the single "Input" / "Output" node into several nodes in the explorer, if a Module has more than one input / output

TorchExplorer 0.2.0: static type checking, more streamlined install

Vega spec version: 0a

Release notes:

1. The code now typechecks cleanly via mypy
2. Small improvements to the hook should_log_callable function
3. Before, parameter gradients norms were being logged; it's now corrected to just the raw parameter gradients
4. Unnecessary development dependencies are separated from the install_requires

TorchExplorer 0.1.0: initial release

Vega spec version: 0a

The initial TorchExplorer release!