issues
search
kdmalc
/
fl-gestures
Develop a personalized sequential federated learning algorithm for real-time gesture classification
1
stars
0
forks
source link
issues
Newest
Newest
Most commented
Recently updated
Oldest
Least commented
Least recently updated
Extract the hierarchical clustering labels and test them using supervised clustering metrics
#34
kdmalc
opened
1 week ago
0
Drop gestures-1, -2, -3, -4, -5
#33
kdmalc
closed
3 weeks ago
1
Rerun everything with corrected standardization scheme
#32
kdmalc
opened
3 weeks ago
1
Fix standardization according to $B paper
#31
kdmalc
closed
3 weeks ago
0
Test other embedding distances for clustering/matching
#30
kdmalc
opened
3 weeks ago
0
Replace Both_PCA40D with PCA on just the EMG
#29
kdmalc
closed
2 weeks ago
1
Hyperparameter tune the LSTM
#28
kdmalc
opened
3 weeks ago
1
Remake saved datasets now that P131 has been reincluded
#27
kdmalc
opened
3 weeks ago
0
Make $B train/test split
#26
kdmalc
closed
2 weeks ago
1
Test NN gesture classifier on 1) raw 2) PCA 3) t-SNE
#25
kdmalc
opened
3 weeks ago
1
Implement and validate other AEs (in NB 006)
#24
kdmalc
opened
3 weeks ago
0
Test having each gesture be its own point in the latent space
#23
kdmalc
opened
1 month ago
0
Remove the first two participants without disabilities
#22
kdmalc
closed
3 weeks ago
1
Drop rehab and standard gestures (use only experimenter-defined)
#21
kdmalc
closed
3 weeks ago
1
Score embedding clusters wrt user labels and then gesture labels
#20
kdmalc
opened
1 month ago
3
Begin modeling latent gesture classification
#19
kdmalc
closed
3 weeks ago
1
Move all AE PyTorch class code from NBs 006(a) to a .py file
#18
kdmalc
closed
3 weeks ago
1
Delete extraneous RNN PyTorch code from NB 006 (and 006a...)
#17
kdmalc
closed
1 month ago
0
Fix the outsized NANs bug wrt Handedness for 3D EMG coloring
#16
kdmalc
closed
2 weeks ago
1
Create a NB to visualize emg_PCA3 in 3D, see if there are any visible clusters
#15
kdmalc
closed
1 month ago
1
Run clustering code for emg_PCA3, emg_PCA8, full_PCA20
#14
kdmalc
closed
1 month ago
1
Redo 2D PCA visualization but using 1) mean-subtracted data PCA and 2) standardized data PCA
#13
kdmalc
opened
1 month ago
0
Research autoencoder types/variations
#12
kdmalc
opened
1 month ago
0
Can/should we use convolutional layers?
#11
kdmalc
opened
1 month ago
0
Use a priori labels to inform clusters
#10
kdmalc
opened
1 month ago
4
Implement standardization/normalization before dim reduc
#9
kdmalc
closed
3 weeks ago
3
Read about few-shot cluster assignment
#8
kdmalc
opened
1 month ago
0
Read about subspace clustering/embeddings
#7
kdmalc
opened
1 month ago
0
Add a way to easily toggle between EMG&IMU, EMG, and just IMU
#6
kdmalc
closed
1 month ago
1
Test and compare different dim reduc algos
#5
kdmalc
opened
1 month ago
2
Is there a faster way to load in the data?
#4
kdmalc
closed
1 month ago
0
Finalize dim reduc eval metrics
#3
kdmalc
opened
1 month ago
2
Create manual train/test split
#2
kdmalc
closed
1 month ago
1
Implement mean subtraction for EMG (also for IMU separately?)
#1
kdmalc
closed
3 weeks ago
3