Thinc

🔴 Bug fixes

- Fix issue 533: Fix `get_array_ops` for numpy arrays.

👥 Contributors

adrianeboyd

✨ New features and improvements

- Add `ops` registry.
- Enable config overrides to add new keys.
- Allow newer releases of `nbconvert` and `nbformat`.
- Layer for marking [NVTX ranges](https://thinc.ai/docs/api-layers#with_nvtx_range).
- Support mixed-precision training in the PyTorch shim (experimental).

🔴 Bug fixes

- Fix issue 521: Fix `numpy_ops` `gemm` output.
- Fix issue 525: Fix `mypy` plugin crash on variadic arguments.

👥 Contributors

adrianeboyd, connorbrinton, danieldk, honnibal, ines, svlandeg

✨ New features and improvements

- Allow negated values in CategoricalCrossentropy

🔴 Bug fixes

* Fix issue 512: Include final n-gram in `NumpyOps.ngrams`.
* Fix issue 516: Update initializers for typing in numpy 1.21+.

🔴 Bug fixes

* Fix `backprop_reduce_max` GPU kernel.

✨ New features and improvements

* Update to support torch v1.9.0.