NumPy

🚀 Feature

Support to pickle a jitted function (or at least throw a TypeError when using protocol 0 and 1).

Motivation

Trying to pickle a jitted function either raises TypeError: cannot pickle 'torch._C.ScriptFunction' object when protocol>1 or far worse when using protocol=0 or protocol=1 python 3.9.5 dies with:

terminate called after throwing an instance of 'std::runt

I notice that there are still a fair number LGTM alerts, many of which look pretty simple. I wonder if they would be a good source of issues for the next NumPy sprint?

Hi
Wikiann dataset needs to have "spans" columns, which is necessary to be able to use this dataset, but this column is missing from huggingface datasets, could you please have a look? thank you @lhoestq

We run doctests on a CI environment with many packages installed:

https://github.com/dask/dask/blob/a87236041ff223363698f65c5b7c153415a41259/.github/workflows/additional.yml#L80:L104

So we probably don't need to skip as many as we do (grep for # doctest: +SKIP).

From #5664:

Adding the possibility of using @njit flags in @cc.export would be great! Is it possible?

and:

I have managed to add the 'fastmath' flag to the ExportEntry object:

class ExportEntry(object):
    """
    A simple record for exporting symbols.
    """

    def __init__(self, symbol, signature, function, fastmath=False):
        self.symb

Is there a way to train a bidirectional RNN (like LSTM or GRU) on trax nowadays?

What's wrong?

Description

While using tokenizers.create with the model and vocab file for a custom corpus, the code throws an error and is not able to generate the BERT vocab file

Error Message

ValueError: Mismatch vocabulary! All special tokens specified must be control tokens in the sentencepiece vocabulary.

To Reproduce

from gluonnlp.data import tokenizers
tokenizers.create('spm', model_p

hi,
if possible, please add these indicators as well:
TDI (Traders Dynamic Index)
chandelier exit
pivot points
BOP (balance of power)
CTM (Chande trend meter)
Coppock Curve
Correlation Coefficient
PMO (DecisionPoint Price Momentum Oscillator)
Ulcer Index
most of them except TDI are available on stockcharts.com
thanks

Support Series.between

Is your feature request related to a problem? Please describe.
I have a dataset where I do not know which of two dimensions (lets call them a and b) exists in this dataset (So either it has dims ("a", "other") or ("b", "other")).
I would like to make sure that this dimension is first using transpose, but currently this is only possible using if or try statements. Just using `ds.trans