Closed NeuTTH closed 1 year ago
Here is a table of parameters we used for each dataset. Let me know if you need any other information!
Dataset | Latent dim | AR only | Full model |
---|---|---|---|
Overhead 2D open field | 4 | 1e6 | 7e4 |
Below-floor 2D open field | 6 | 1e6 | 1e3 |
3D open field | 6 | 1e6 | 2e4 |
IMU dataset | 4 | 2.5e6 | 8e4 |
Dopamine photometry | 4 | 2e6 | 3e5 |
Rat7M | 8 | 1e9 | 7e4 |
CalMS21 | 6 | 1e6 | 3.30e4 |
DeepEthogram | 10 | 1e9 | 2e6 |
Thanks for the great work! I am hoping to replicate some of the results in the paper with regards to the benchmarking datasets. It is mentioned in the applying keypoint-MoSeq section of the paper that:
I am wondering if $\kappa$ is different while training on the benchmarking datasets showed in Fig. 6. Thank you very much!