lnccbrown / lnccbrown/ssm-simulators

Vectorize for loop in ssms/basic_simulators/simulator.py

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linear-ssm-simulators
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Forks
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1d 14h
Merged PRs (30d)
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Description

```
# TODO: vectorize this
```

In file ssms/basic_simulators/simulator.py
https://github.com/lnccbrown/ssm-simulators/blob/b04d824839dc63bf0d50af48805bd8a95de960e7/ssms/basic_simulators/simulator.py#L747

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First steps

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  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reading the loop around line 747 in ssms/basic_simulators/simulator.py and trace the data it processes and the simulator behavior it supports. Identify an equivalent vectorized approach, then verify that the simulator produces the same results and that the loop is no longer used.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
performance
Issue type
Refactor
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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