Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Re-implement hmm_lib with Jax #551

Merged
merged 2 commits into from
Jul 7, 2021
Merged

Re-implement hmm_lib with Jax #551

merged 2 commits into from
Jul 7, 2021

Conversation

karalleyna
Copy link
Collaborator

Description

These metrics are obtained from casino_demo

Time taken by numpy version of forwards : 0.9670350551605225s
Time taken by jax version of forwards : 0.11502432823181152s

Figures I have attained using casino_demo with hmm_lib_jax

image

image

But, in the casino_jax_demo, I used HMM with more observable events and hidden states.

Steps

  • Performed a self-review of the code
  • Tested on Google Colab.

I could not make a PR without this commit but don't know why.
@murphyk murphyk merged commit ccd06b5 into probml:master Jul 7, 2021
@karalleyna karalleyna changed the title Hmm lib jax Re-implement hmm_lib with Jax Jul 7, 2021
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

Successfully merging this pull request may close these issues.

2 participants