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Add Interpretable Transformer Hawkes Process (iTHP) #88

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Add Interpretable Transformer Hawkes Process (iTHP) #88

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a4b0b6b
Add iTHP model to EasyTPP
Oct 1, 2026
ce4c7f7
Document iTHP source and integration choices
Oct 1, 2026
3a0d2b7
Clarify first-event masking provenance
Oct 1, 2026
32e6eb0
Document ITHP paper and public code decisions
Oct 1, 2026
1d4d72b
Keep ITHP provenance focused on paper and public code
Oct 1, 2026
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4 changes: 4 additions & 0 deletions easy_tpp/model/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -2,6 +2,7 @@
from easy_tpp.model.attnhp import AttNHP
from easy_tpp.model.basemodel import BaseModel, TorchBaseModel
from easy_tpp.model.fullynn import FullyNN
from easy_tpp.model.ithp import ITHP
from easy_tpp.model.intensity_free import IntensityFree
from easy_tpp.model.nhp import NHP
from easy_tpp.model.ode_tpp import ODETPP
Expand All @@ -15,6 +16,7 @@
TorchANHN = ANHN
TorchAttNHP = AttNHP
TorchFullyNN = FullyNN
TorchITHP = ITHP
TorchIntensityFree = IntensityFree
TorchNHP = NHP
TorchODETPP = ODETPP
Expand All @@ -28,6 +30,7 @@
'ANHN',
'AttNHP',
'FullyNN',
'ITHP',
'IntensityFree',
'NHP',
'ODETPP',
Expand All @@ -42,6 +45,7 @@
'TorchANHN',
'TorchAttNHP',
'TorchFullyNN',
'TorchITHP',
'TorchIntensityFree',
'TorchNHP',
'TorchODETPP',
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