Wessel

Partial Derivatives

3

Add support for partial derivatives.

Gradients and Hessians

6

Add support for gradients and Hessians of multivariate functions.

The order of a method currently refers to the number of grid points. This is different from what is conventional in the literature, where order refers to how the truncation...

See [this comment](https://github.com/fastai/fastcore/pull/415#discussion_r895616219).

It may happen that one wants to optimise a variable `x` over the positive reals. Naively performing gradient descent won't work, because the variable may go negative. A commonly-used workaround...

Support for `UniformScaling`

3

`UniformScaling` is currently not supported: ``` julia> Leaf(Tape(), 0) + UniformScaling(1) ERROR: MethodError: no method matching +(::Nabla.Leaf{Int64}, ::UniformScaling{Int64}) ```

[DOOR Feature Request] `TypeHint` Support For `numpy.typing`

5

Hey @leycec! I'm opening an issue to report an issue with `TypeHint` originally reported by @francesco-ballarin in [this issue](https://github.com/wesselb/plum/issues/74). On Python 3.11, `TypeHint` appears to complain when it receives a...

Replace `inspect.signature` with `beartype._util.func.arg.utilfuncargiter.iter_func_args`

3

What the title says, for the sake of speed! The one missing feature is that `inspect.signature` gives the return type too, whereas `iter_func_args` just loops over the arguments, so that's...

Antarctica data generator always loads PyTorch

3

[The Antarctica data generator always loads PyTorch](https://github.com/wesselb/neuralprocesses/blob/7aeb4f6fbb87c32ec75f86af2d516d03a970e5d7/neuralprocesses/data/antarctica.py#L2), which forces scripts that intend to use only TF to also install Torch or [even causes these scripts to crash]. The data generator...