Upload __init__.py
Browse files- __init__.py +37 -0
__init__.py
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
"""
|
| 2 |
+
Bio-ACDC: Biological Sequence Model Coevolution Framework
|
| 3 |
+
|
| 4 |
+
An adaptation of AC/DC (Assessment Coevolving with Diverse Capabilities)
|
| 5 |
+
for biological language models (DNA, RNA, Protein).
|
| 6 |
+
|
| 7 |
+
Core idea: Coevolve populations of biological LMs and synthetic sequence tasks
|
| 8 |
+
to discover novel model experts specialized for different biological functions.
|
| 9 |
+
"""
|
| 10 |
+
|
| 11 |
+
from .core import BioACDC, BioACDCConfig
|
| 12 |
+
from .tasks import BioTaskPool, ProteinTask, DNATask
|
| 13 |
+
from .mergers import BioModelMerger, LinearMerge, SlerpMerge, TaskVectorMerge
|
| 14 |
+
from .mutators import GaussianNoiseMutator, LayerScaleMutator, DropoutMutator, BioMutator
|
| 15 |
+
from .archive import BioArchive, DominatedNoveltySearch, BioSolution
|
| 16 |
+
from .evaluator import BioEvaluator
|
| 17 |
+
|
| 18 |
+
__version__ = "0.1.0"
|
| 19 |
+
__all__ = [
|
| 20 |
+
"BioACDC",
|
| 21 |
+
"BioACDCConfig",
|
| 22 |
+
"BioTaskPool",
|
| 23 |
+
"ProteinTask",
|
| 24 |
+
"DNATask",
|
| 25 |
+
"BioModelMerger",
|
| 26 |
+
"LinearMerge",
|
| 27 |
+
"SlerpMerge",
|
| 28 |
+
"TaskVectorMerge",
|
| 29 |
+
"GaussianNoiseMutator",
|
| 30 |
+
"LayerScaleMutator",
|
| 31 |
+
"DropoutMutator",
|
| 32 |
+
"BioMutator",
|
| 33 |
+
"BioArchive",
|
| 34 |
+
"DominatedNoveltySearch",
|
| 35 |
+
"BioSolution",
|
| 36 |
+
"BioEvaluator",
|
| 37 |
+
]
|