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System information

• TensorFlow version: 1.13.1
• Doc Link: https://www.tensorflow.org/api_docs/python/tf/cus

(e.g. for links and images), because some of these examples are now being rendered in the docs.

Added by @fchollet in requests for contributions.

Improvement

Add functionality for compare_set to HashStore and FileStore to have achieve parity with TCPStore.

Background

We [recently added a method to TCPStore](pytorch/pytorch@97e3585

Most functions in scipy.linalg functions (e.g. svd, qr, eig, eigh, pinv, pinv2 ...) have a default kwarg check_finite=True that we typically leave to the default value in scikit-learn.

As we already validate the input data for most estimators in scikit-learn, this check is redundant and can cause significant overhead, especially at predict / transform time. We should probably a

TODO: add a hint somewhere around here: https://github.com/JuliaLang/julia/blob/efa7e4e0fc0dfeafb5f536c5bca504f664a25dfa/base/errorshow.jl#L278-L293

to make it easier for users to discover problems like https://discourse.julialang.org/t/is-there-a-way-to-transpose-an-array-of-any-i-have-a-12x500-array-any-2-i-want/56607?u=tim.holy

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.