Machine learning

Current implementation of Go binding can not specify options.

GPUOptions struct is in internal package. And go generate doesn't work for protobuf directory. So we can't specify GPUOptions for NewSession.

🚀 Feature

Teach torch.Tensor.scatter_ to handle index.size(d) > src.size(d).

Motivation

Currently, torch.Tensor.scatter_ requires index.size(d) <= src.size(d) for all dimensions d, unless src is float-valued. This constraint seems artificial.

import math
import torch

device = 'cuda'  # fail

Describe the issue linked to the documentation

The "20 newsgroups text" dataset can be accessed within scikit-learn using defined functions. The dataset contains some text which is considered culturally insensitive.

Suggest a potential alternative/fix

Add a section in the dataset documentation, possibly above the "Recommendation" section called "Data Considerations".
https://

Looking for ";" in the help REPL shows a docstring that describes its use as the end of statement and as output suppressor but it doesn't mention its use as a separator between positional and keyword arguments in function definitions and calls, nor about its role for building arrays or about its usage to access the shell REPL mode.
This is the same in v1.6 and master (August 8 2021).

hel

Currently many more Python projects like dask and optuna are using Python type hints. With the Python package of xgboost gaining more and more features, we should also adopt mypy as a safe guard against some type errors and for better code documentation.