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update feature branch #158

Merged
merged 53 commits into from
Nov 14, 2024
Merged

update feature branch #158

merged 53 commits into from
Nov 14, 2024

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mkumar73
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AnFreTh and others added 30 commits November 5, 2024 10:46
@AnFreTh
fix preprocessor kwargs typo
ef04001
@AnFreTh
restructure utils and add neural decision tree
1c529f0
@AnFreTh
Adjust new imports
de77ed5
@AnFreTh
add neural Decision Forest base architecture
7322839
@AnFreTh
add ndtf to new models in __init__
3f25fd6
@AnFreTh
add new configs. include mLSTM/sLSTM in rnn config
385f2dd
@AnFreTh
Merge pull request #149 from basf/NDTF_LSTM
54ca398 
add NDTF and mLSTM/sLSTM
@AnFreTh
add ntdf config in init
bdac22b
@AnFreTh
add sparsemax
9eb5d42
@AnFreTh
data-aware initialization module
ab3abbf
@AnFreTh
utils func for checking if tensor or np.array
473db6b
@AnFreTh
add ODST and DenseBlock
e59bfcb
@AnFreTh
add node into basemodels - includes tabular MLP head
8d362df
@AnFreTh
add default config for NODE model
8b12c61
@AnFreTh
add Node to models and __init__
90e1476
@AnFreTh
refactor normalization layer -> get_normalization_layer included in _…
9bdbff3 
…_init__
@AnFreTh
add nodeconfig in __init__
b0c0bf4
@AnFreTh
fix typo in docstrings
bea4bc3
@AnFreTh
Merge pull request #151 from basf/NODE
61bb9b3 
Neural Oblivious Decsion Ensembles
@AnFreTh
adapt config for normalization layer in rnn
4e3bcda
@AnFreTh
Merge pull request #152 from basf/rnn_fix
bb11e81 
adapt config for normalization layer in rnn
@AnFreTh
adjust readme and include new models
fb74d8e
@AnFreTh
LinearBatchEnsemlbe layer as used in TabM paper
ef1166d
@AnFreTh
only use config in embedding layer as arg
1bb2dc4
@AnFreTh
allow for None as input
5998fd3
@AnFreTh
rename MLp to MLPhead and only use config as input
abf741d
@AnFreTh
use config as input in ConvRNN and introduce batchEnsemble RNN layer
d0440bb
@AnFreTh
only use config in TransformerEncoder Layer
6fb11fa
@AnFreTh
include pooling and init pooling in basemodel class
fd74037
@AnFreTh
new arch from utils -> only config as arg
3212cc5
AnFreTh and others added 23 commits November 11, 2024 16:52
@AnFreTh
adjust all models to new embeddinglayer and new layer utils
230b276
@AnFreTh
include TabM as introduce in paper
d80d16d
@AnFreTh
batch Ensemble RNN -> todo bidirectional
a570166
@AnFreTh
include tabm and batchtabrnn configs
1ba1064
@AnFreTh
delete bidirectional from config
51d71d1
@AnFreTh
add layer_norm_eps to config
10dca1f
@AnFreTh
include batchtabrnn for reg/class/lss
b33b2aa
@AnFreTh
new model
38edb67
@AnFreTh
remove default values for lr related params in fit
bafcde3
@AnFreTh
delete lr related default params in fit
2414fa3
@AnFreTh
lr realted param adjustments
8091909
@AnFreTh
Merge pull request #154 from basf/TabM
9a236a5 
Include new models and major restructuring in util layers
@AnFreTh
make usable even when params not in config
ea184ce
@AnFreTh
adapt embedding layer to plr encodings
063b8dd
@AnFreTh
PLR layer inclusion
786e4d2
@AnFreTh
minor fix in embedding layer creation
b900b71
@AnFreTh
adjust defaults
0986c65
@AnFreTh
include new models in init
058bad9
@AnFreTh
Merge pull request #155 from basf/TabM
4d1f787 
include new embedding functions
@AnFreTh
fix validation dataset bug
7de4982
@AnFreTh
Merge pull request #156 from basf/val_data-fix
74ad3aa 
fix validation dataset bug
@AnFreTh
original_mamba dt_rank fix
097c6f4
@AnFreTh
Merge pull request #157 from basf/original_mamba-fix
254827c 
original_mamba dt_rank fix
@mkumar73 mkumar73 merged commit ab6b8c9 into feat/splines Nov 14, 2024
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2 participants
@mkumar73 @AnFreTh