Harshvir Sandhu

Add minimal pymc example

1

## Description Example is taken from [this notebook](https://colab.research.google.com/drive/1JyIeu2NMl_z6Y8ZniZn3jDrzzUL3i81q?usp=sharing) and made to look like the readme example of [sunode](https://github.com/pymc-devs/sunode/blob/master/README.md) Not sure if the example is placed correctly. ## Related Issue -...

Refactor stacking functions, add dstack and column_stack

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## Description 1. Add `dstack` and `column_stack` for stacking tensors. 2. Refactor function names - `horizontal_stack` to `hstack` - `vertical_stack` to `vstack` ## Related Issue - [x] Closes #585 ##...

Implement indexing operations in PyTorch

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Implement indexing ops in pytorch - [x] Subtensor - [ ] IncSubtensor - [x] AdvancedSubtensor[1] - [ ] AdvancedIncSubtensor[1] ## Description ## Related Issue - [x] Related to #821 ##...

### Description Verify and update support for Numba Ops with the latest versions of Numba. There are some numba issues mentioned in comments that are now closed (as shown below)....

Implement Dimshuffle in jax using expand_dims/squeeze

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## Description Implement DimShuffle using expand_dims/squeeze ## Related Issue - [x] Closes #847 - [x] Related to #847 ## Checklist - [x] Checked that [the pre-commit linting/style checks pass](https://docs.pymc.io/en/latest/contributing/python_style.html) ##...

Add Truncated normal dispatches

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## Description Add jax dispatch for truncated normal distribution ## Related Issue - [x] Closes #7489 ## Checklist - [x] Checked that [the pre-commit linting/style checks pass](https://docs.pymc.io/en/latest/contributing/python_style.html) - [x] Included...

[ENH] Add test for ensuring missing data handling in forecasters

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#### Reference Issues/PRs Fixes #7297 #### What does this implement/fix? Explain your changes. Test whether forecasters with the missing data tag can handle missing data. #### Does your contribution introduce...

#### Reference Issues/PRs #6980 #### What does this implement/fix? Explain your changes. Add methods in `_PmdArimaAdapter` class to calculate `jarque_bera`, `breakvar_heteroskedasticity_test`, `acorr_ljungbox` statistics. #### Does your contribution introduce a new...

[ENH] Implement Multivariatenormal

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#### Reference Issues/PRs #22 #### What does this implement/fix? Explain your changes. Implement `MultiVariate_Normal` by interfacing `scipy.stats.multivariate_normal` #### Does your contribution introduce a new dependency? If yes, which one? No...