-
Notifications
You must be signed in to change notification settings - Fork 2
/
Copy pathNEWS
57 lines (46 loc) · 1.77 KB
/
NEWS
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
CHANGES IN VERSION 0.99.6
------------------------
* Implementing GitHub action workflows
* Adding testthat framework
* Deprecating clonalCommunity
CHANGES IN VERSION 0.99.5
------------------------
* Added geometric encoding using the BLOSUM62 matrix
* Trained classical and variational autoencoders for light/heavy chains with 1.5 million cdr sequences
- Architecture: 256-128-30-128-256
- Parameters:
Batch Size = 64
Latent Dimensions = 30
Epochs = 100
Loss = Mean Squared Error
- Optimizers: Adam
- Early stopping was set to patients of 10 for minimal validation loss and restoration of best weights
- learn rate varied by models
- classical auto encoders have batch normalization layers between the dense layers.
CHANGES IN VERSION 0.99.4
------------------------
* Added chain.checker() function to allow for uncapitlized chain calls
CHANGES IN VERSION 0.99.3
------------------------
* Updated models for manuscript revision
- Architecture: 256-128-30-128-256
- Parameters:
Batch Size = 64
Learning Rate = 0.001
Latent Dimensions = 30
Epochs = 50
Loss = Mean Squared Error
- Optimizers: RAdam (for amino acid properties) and RMSprop (for OHE)
- Early stopping was set to patients of 10 for minimal validation loss and restoration of best weights
CHANGES IN VERSION 0.99.2
------------------------
* Updated models to include radam optimization, early stop for min 10 epochs, and all trained on 800,000 unique cdr3s
* quietBCRgenes() now does not remove human Ig pseudogenes
CHANGES IN VERSION 0.99.1
------------------------
* Added detection of chain length to function call
* Added support for direct output of combineBCR()
* Modified quietBCR() to include constant regions and J-chains
CHANGES IN VERSION 0.99.0
------------------------
* Initial commit