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The Top 23 Python Multitask Learning Open Source Projects

Open source projects categorized as Python Multitask Learning
Categories > Multitask Learning
Decanlp ⭐ 2,330
The Natural Language Decathlon: A Multitask Challenge for NLP
most recent commit 3 months ago
Yolop ⭐ 1,658
You Only Look Once for Panopitic Driving Perception.（MIR2022）
most recent commit 6 months ago
Libmtl ⭐ 1,625
A PyTorch Library for Multi-Task Learning
total releases 11most recent commit 16 days ago
Hybridnets ⭐ 516
HybridNets: End-to-End Perception Network
most recent commit 5 months ago
Omninet ⭐ 426
Official Pytorch implementation of "OmniNet: A unified architecture for multi-modal multi-task learning" | Authors: Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain
most recent commit 3 years ago
Deep_white_balance ⭐ 418
Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.
most recent commit 9 months ago
Abess ⭐ 317
Fast Best-Subset Selection Library
dependent packages 1total releases 17most recent commit 6 months agopypi abess} Downloads
Chinesener ⭐ 274
中文NER的那些事儿
most recent commit 7 months ago
Multi Task Nlp ⭐ 269
multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.
most recent commit 2 years ago
Multitask Recommendation Library ⭐ 132
MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.
most recent commit a year ago
Deepliif ⭐ 126
Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23]
total releases 6most recent commit 3 months ago
Liqe ⭐ 102
[CVPR2023] Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective
most recent commit 4 months ago
Cagrad ⭐ 86
Official PyTorch Implementation for Conflict-Averse Gradient Descent (CAGrad)
most recent commit 5 months ago
Ntagger ⭐ 80
reference pytorch code for named entity tagging
most recent commit 2 years ago
Mtlnas ⭐ 79
[CVPR 2020] MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning
most recent commit 2 years ago
Ofasys ⭐ 79
OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models
most recent commit a year ago
Sgdepth ⭐ 71
[ECCV 2020] Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance
most recent commit 3 years ago
Auxilearn ⭐ 68
Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]
most recent commit 2 years ago
Instructdial ⭐ 67
Code for the paper Code for the paper InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning
most recent commit a year ago
Jointidsf ⭐ 53
BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)
most recent commit 2 years ago
Famo ⭐ 43
Official PyTorch Implementation for Fast Adaptive Multitask Optimization (FAMO)
most recent commit 3 months ago
Dnn.cool ⭐ 42
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.
total releases 40most recent commit 2 years ago
Taskrouting ⭐ 41
(ICCV 2019 Oral) Many Task Learning With Task Routing http://openaccess.thecvf.com/content_ICCV_2019/htm
most recent commit 4 years ago
The 4 Latest Releases In Python Multitask Learning Open Source Projects
Abess ⭐ 317
Fast Best-Subset Selection Library
dependent packages 1total releases 17latest release September 12, 2023most recent commit 6 months agopypi abess} Downloads
Libmtl ⭐ 1,625
A PyTorch Library for Multi-Task Learning
total releases 11latest release December 30, 2021most recent commit 16 days ago
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