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weka511
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learn
Experiments in machine learning
GNU General Public License v3.0
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Harmonize code with my current coding standards
#46
weka511
opened
2 months ago
0
Document gibbs and mhast
#45
weka511
opened
2 months ago
0
Get torch code working under Python 3.12
#44
weka511
closed
2 months ago
0
Complete script for exercise 5: Rafal Bogacz: A tutorial on the free-energy framework for modelling perception and learning
#43
weka511
opened
1 year ago
0
Review scripts from Rafal Bogacz: A tutorial on the free-energy framework for modelling perception and learning
#42
weka511
closed
1 year ago
1
Write python scripts for Active Infererence Tutorial
#41
weka511
opened
2 years ago
0
Generalize gmm.py and cavi.py to with with multiple dimensions
#40
weka511
opened
2 years ago
0
Calculate ELBO from first principles
#39
weka511
opened
2 years ago
0
Rewrite CAVI and EM to use a separate GMM Generator
#38
weka511
closed
2 years ago
0
Visualize cancer data
#37
weka511
closed
2 years ago
0
Import cancer_mutaions data
#36
weka511
closed
2 years ago
0
Use encoded data to recognize digits
#35
weka511
closed
2 years ago
2
Create files of encoded data
#34
weka511
closed
2 years ago
1
Vary number of dimensions of encoding
#33
weka511
closed
2 years ago
1
Fix magic number 784 in Autoencoder
#32
weka511
closed
2 years ago
0
I think the derivation of the ELBO in CAVI.tex is wrong
#31
weka511
opened
2 years ago
0
Add Save, Reload, and Stop to Train
#30
weka511
closed
2 years ago
0
Refactor so Trainer is a separate class
#29
weka511
closed
2 years ago
0
Vary size of encoded vector
#28
weka511
closed
2 years ago
2
Box should be top right for ae.py plot_losses()
#27
weka511
closed
2 years ago
0
In ae.py, optimize default learning rate
#26
weka511
closed
2 years ago
1
In ae.py, record test error in one of the figures
#25
weka511
closed
2 years ago
0
Download data for hpa-scc
#24
weka511
closed
2 years ago
1
cavi1 underestimates sigma by a factor of 2
#23
weka511
closed
3 years ago
1
cavi3.py is incomplete
#22
weka511
closed
3 years ago
1
Command line option 'controls' not working for fscWidths.py
#21
weka511
closed
3 years ago
1
Can we use k-means on FSC-H/FSC-Width
#20
weka511
closed
3 years ago
1
Allow specification of individual wells on command line
#19
weka511
closed
3 years ago
1
Log runtime warnigs
#18
weka511
closed
3 years ago
1
Log runtime warnings
#17
weka511
closed
3 years ago
2
Can we sort out doublets by fitting a regression line to FSC-Wdith/FSC-H?
#16
weka511
closed
3 years ago
4
Changes to GCPs have broken code for regular wells
#15
weka511
closed
3 years ago
0
We occasionally see 4 peaks in G12/H12
#14
weka511
closed
3 years ago
2
Why is training error > validation error at start of every run?
#13
weka511
closed
2 years ago
1
flowers.py is overtraining
#12
weka511
closed
2 years ago
8
Can we exploit G12/H12 to partition data from other wells?
#11
weka511
closed
3 years ago
1
Implement size clusters
#10
weka511
closed
3 years ago
2
Processing doublets fails for RTIQC15200110 H12
#9
weka511
closed
3 years ago
4
Parameter _bin_ unused for gcps.get_boundaries(...)
#8
weka511
closed
4 years ago
0
Read reference values and perform regression
#7
weka511
closed
4 years ago
0
Eliminate doublets
#6
weka511
closed
3 years ago
4
Some plates, e.g. PAP15100449 come in two forms--PAP15100449 and PAP15100449r
#5
weka511
closed
4 years ago
0
Handle 4 GCP peaks
#4
weka511
closed
4 years ago
3
Get CAVI working for Univariate Gaussian first
#3
weka511
closed
3 years ago
1
Get CAVI working in Python
#2
weka511
closed
3 years ago
3
Figure out how to use PyMC3
#1
weka511
closed
3 years ago
2