adding sequential vae lfads tutorial

Author: slinderman

_config.yml

@@ -12,6 +12,7 @@ execute:
     - '05_decoding.ipynb'
     - '06_arhmm.ipynb'
     - '07_slds.ipynb'
+    - '08_lfads.ipynb'
     - 'poldrack_fmri_analysis.ipynb'
 only_build_toc_files: true
 

_toc.yml

@@ -12,6 +12,7 @@ parts:
     - file: labs/05_decoding.ipynb
     - file: labs/06_arhmm.ipynb
     - file: labs/07_slds.ipynb
+    - file: labs/08_lfads.ipynb
 
   - caption: Foundations
     chapters:

index.md

@@ -67,7 +67,7 @@ The lectures develop the theory behind the methods developed in lab. I've organi
 | Fri, Mar 3  | **Lab 7** <br> (not graded) | [Switching linear dynamical systems](labs/07_slds.ipynb)
 | Mon, Mar 6  | Lecture 16 | Variational Autoencoders (VAEs) {Download}`[slides]<lectures/pdf/14_vaes.pdf>`
 | Wed, Mar 8  | Lecture 17 | Sequential VAEs {Download}`[slides]<lectures/pdf/15_seqvaes.pdf>`
-| Fri, Mar 10 | Lab 8 (not graded) | Sequential VAEs
+| Fri, Mar 10 | **Lab 8** <br> (not graded) | [Sequential VAEs](labs/08_lfads.ipynb)
 | Mon, Mar 13 | Guest Lec. | [Russ Poldrack](https://poldrack.github.io/): [fMRI Data Analysis](lectures/poldrack_fmri_analysis.ipynb)
 | Wed, Mar 15 | Lecture 19 | Current research
 | Fri, Mar 17 | Presentations | Project presentations **11:20-1:20pm, with lunch provided**