Lorenzo Stella

Docstrings could be polished by using the `@doc` macro with `raw"..."` strings, see https://juliadocs.github.io/Documenter.jl/stable/man/latex/#Escaping-Characters-in-Docstrings-1. This would get rid of the current abundance of backslashes due to string escaping.

An immutable type ProximalPoint

1

This is just a design idea, but I kinda like it. From the beginning of ProximalOperators, we had `prox!` and `prox` returning both the proximal point `y` *and* the value...

Improve pretty printing

3

The following section of the documentation explains how to have separate behaviors for pretty printing objects and collections of objects. This is an issue in ProximalOperators, since pretty printing is...

It would be nice to add multi-threading to some of the operators e.g. using `@threads`, see https://docs.julialang.org/en/v1/base/multi-threading/index.html#Base.Threads.@threads Moreover, Julia 1.3 will come with composable multi-threading which should allow for more...

Documentation is outdated

1

If I go to the [stable documentation](https://under-peter.github.io/OMEinsum.jl/stable/) I see it is for `0.3.0`, but that seems from August 2021, `v0.6.12` being the latest one as of today.

Update package

4

CI workflows fail since the package has long been unmaintained. In particular, I doubt it will support the latest `ProximalAlgorithms` versions.

*Description of changes:* The main idea is to keep forecast data (samples, distribution parameters, quantiles) in batches, and expose all relevant methods for evaluation at the batch level. So we...

Fix `make_evaluation_predictions` to use `DatetimeIndex`

2

*Issue #, if available:* Fixes #2205 *Description of changes:* * Call `DataFrame.to_timestamp` in `make_evaluation_predictions`, since having a `PeriodIndex` appears to be messing up with plotting (see discussion in #2205), and...

Prediction can run endlessly on trained DeepAR model.

10

### Discussed in https://github.com/awslabs/gluon-ts/discussions/1789 Originally posted by **sayedathar11** November 23, 2021 Hiii , We are solving forecasting problem where target is in the range (0,1) , we have close to...

A typical script or notebook using GluonTS begins as follows: ``` from gluonts.dataset.repository.datasets import get_dataset, dataset_recipes from gluonts.dataset.common import ListDataset from gluonts.dataset.field_names import FieldName from gluonts.evaluation import Evaluator from gluonts.evaluation.backtest...