Conchylicultor

Add Visu3d to the tools

3

Visu3d is a library to help build Nerf-like ML models (in TF, Jax and Numpy). Among things, it includes differentiable camera/rays primitives, Dataclass manipulable as numpy arrays,... The goal is...

Thank you for sharing the code and models! If I had a small suggestion, I would recommend to describe the input format in the hub description. Something like: `image input...

"class property" should be Generic[T]

6

Currently `property.__get__` returns `Any`, which loose information: https://github.com/python/typeshed/blob/c58a93b928b07a5123fa8ceebe6087fa262fe238/stdlib/3/builtins.pyi#L877 This would be more correct for `property.__get__` to be generic and return `T`. Similar to cached_property: https://github.com/python/typeshed/blob/1dd1b701c97e4bff9b8e05fb58ce8d3dd27aa213/stdlib/3/functools.pyi#L113 ```py class A: @cached_property def...

Annotate function which return a specific module (e.g. `-> Literal[np]`)

6

## Problem Currently it's not possible to annotate a function which return a specific module, like: ```python np = load_numpy() # def load_numpy() -> ??: x = np.array(123) # types.ModuleType`...

Option to reset/clear gin register

4

Currently, if a `@gin.configurable` is imported twice (e.g. through `importlib.reload()`), it raises an error. This can be fixed by `gin.enter_interactive_mode()`, but interactive mode does not clear the previous scopes, which...

prefer_uint8=False upcast uint8 to int16

3

From: https://imageio.readthedocs.io/en/stable/format_png-pil.html > prefer_uint8: bool : Let the PNG writer truncate uint16 image arrays to uint8 if their values fall within the range [0, 255]. Defaults to true for legacy...

Visualize the model/params structure

6

### Problem you have encountered: Currently it is not clear how to inspect a model structure. For example to see whether some imported model uses dropout, batch-norm,... Or to find...

Obscure error message "Invalid value for provides"

5

Flit fail when trying to upload a minimal package: ```toml [project] name = "epot-test" description = "aaa" readme = "README.md" requires-python = ">=3.7" authors = [{name = "Conchylicultor", email="[email protected]"}] dynamic...

`dataclass_transform` incorrectly infer `__init__` kwargs

5

## Environment data - Language Server version: `Pylance language server 2022.9.10 (pyright aba41864) starting` - Python version (& distribution if applicable, e.g. Anaconda): 3.8 ## Code Snippet Reproduction instruction: ```python...

`__getattr__` and pytype checking

12

Currently `nn.Module` implement `__getattr__`. This disable any type checking when making a typo in attribute: ```python my_module = MyModule() my_module.non_existing_attribute #