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Multitask Learning Python Packages

Python packages with the GitHub topic multitask-learning. Sorted by monthly downloads, with stars and forks.
abess-team
abess

Fast Best-Subset Selection Library

18K 467 43
SimplexLab
torchjd

Library for Jacobian descent with PyTorch. It enables the optimization of neural networks with multiple losses (e.g. multi-task learning).

2K 396 28
JayYip
bert-multitask-learning

BERT for Multitask Learning

2K 544 122
hristo-vrigazov
dnn-cool

A framework for multi-task learning, where you may precondition tasks and compose them into bigger tasks. Conditional objectives and per-task evaluations and interpretations.

867 50 2
nadeemlab
deepliif

Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24, MICCAI'26]

594 263 90
bm2-lab
scmdml

A multitask deep metric learning-based framework for single cell assignment based on multiple references

265 4 4
nyu-mll
jiant

jiant is an nlp toolkit

173 2K 295
Interactive-Media-Lab-Data-Science-Team
md-mtl

Scalable, Portable Multi-task Learning Library for Python

126 2 1
median-research-group
libmtl

A PyTorch Library for Multi-Task Learning

118 3K 233
bm2-lab
mtsc

A multitask deep metric learning-based framework for single cell assignment based on multiple references

87 4 4
SML-CompBio
oncomark

A deep learning tool designed to predict Cancer Hallmark activities from tumor biopsy samples.

84 3 0
JayYip
m3tl

BERT for Multitask Learning

30 544 122
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    • Sources & methodology