PyDec 0.3.0

What's Changed

• Remove pydec.nn, pydec.autotracing, now auto tracing is more automatic.
• Add a lot of new APIs.
• A new doc web site powered by docsify.
• Add complete, detailed documentation.
• Fix bugs.

Full Changelog: DoubleVII/pydec@v0.2.0...v0.3.0

PyDec 0.2.0

What's Changed

• Add non linear decompose algorithm.
• Add nn modules (Linear, Containers, ReLU).
• Add conv2d(), relu(), leaky_relu(), tanh(), sigmoid() and max_pool2d().
• Add new feature: autotracing.
• Add fast algorithm for legacy_relu().
• Add abs(), __rmatmul__(), mv(), mm() function.
• Add apply_() and map_().
• Add c_apply() and c_map().
• Add c_stack().
• Add argument sum_residual for c_cat().
• Add zeros() and support for torch versions < 1.11.
• Add customized api registration.
• Update docs.
• Fix bugs.

PyDec 0.1.1

What's Changed

• Update doc notes and api documentation.
• Improve doc site style.
• Add decorator feature to bias decomposition context managers.
• Simplify bias decomposition algorithm names.
• Make Composition.mul() support out argument.
• Add Composition.div() and Composition.div_().
• Add is_error_checking_enabled().
• Add alias concat() and concatenate().
• Add alias subtract() and multiply().
• Add count_residual argument for c_numel().
• Add div() and divide().
• Fix bugs.

PyDec 0.1.0

The first official release.