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jindongwang/transferlearning

A comprehensive repository covering papers, codes, datasets, tutorials, and applications for transfer learning, domain adaptation, and more.

14.3K
Experimental
Python
Machine Learning
Python
#transfer-learning#domain-adaptation#domain-generalization

facebookresearch/mmf

A modular deep learning framework for multimodal AI research and applications from Facebook AI Research (FAIR).

5.6K
Active
Python
LLM Frameworks
Computer Vision
PyTorch
#deep-learning#multimodal#captioning

VectorSpaceLab/OmniGen

OmniGen is a unified image generation library that supports diffusion models, multi-modal and multi-task learning.

4.3K
Stable
Jupyter Notebook
Computer Vision
Image & Video
Jupyter Notebook
#diffusion#image-generation#multi-modal

mit-han-lab/bevfusion

A multi-task multi-sensor fusion library for bird's-eye view perception in 3D computer vision applications.

3.0K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#3d-perception#sensor-fusion#object-detection

kpzhang93/MTCNN_face_detection_alignment

A MATLAB library for joint face detection and alignment using multi-task cascaded convolutional neural networks.

2.9K
Archived
MATLAB
Computer Vision
#face-detection#face-alignment#computer-vision

median-research-group/LibMTL

LibMTL is a PyTorch library for building multi-task learning models for deep learning applications.

2.5K
Experimental
Python
LLM Frameworks
ML Ops
PyTorch
#deep-learning#multi-task-learning#multi-objective-optimization

Farama-Foundation/Metaworld

A collection of robotics environments for benchmarking multi-task and meta reinforcement learning.

1.8K
Active
Python
Agents & Orchestration
API Frameworks
Python
#benchmark-environments#meta-rl#mujoco

facebookresearch/multimodal

A PyTorch library for training state-of-the-art multimodal multi-task models at scale.

1.7K
Active
Python
LLM Frameworks
Computer Vision
PyTorch
#multimodal#multi-task#computer-vision

nyu-mll/jiant

jiant is an NLP toolkit that provides pre-trained BERT models and tools for multi-task learning and transfer learning.

1.7K
Archived
Python
LLM Frameworks
Fine-tuning
PyTorch
#nlp#bert#transformers

magenta/mt3

MT3 is a Python library for multi-task multitrack music transcription, a powerful tool for audio analysis.

1.7K
Active
Python
LLM Frameworks
API Frameworks
Python
#audio-analysis#music-transcription#multi-track

NVlabs/prismer

Prismer: A Vision-Language Model with Multi-Task Experts for image-captioning and vision-language-model applications.

1.3K
Archived
Python
React
#vision-language-model#multi-task-learning#image-captioning

jserv/mini-arm-os

A minimal multi-tasking OS kernel for ARM, built from scratch to explore low-level system programming.

1.2K
Stable
C
Linux Distros
CLI Tools
#arm#kernel#operating-system

huggingface/hmtl

HMTL is a state-of-the-art neural network model for several NLP tasks based on PyTorch and AllenNLP.

1.2K
Archived
Python
LLM Frameworks
ML Ops
PyTorch
#natural-language-processing#multi-task-learning#pytorch

PaddlePaddle/PaddleHelix

A bio-computing platform for large-scale representation learning and multi-task deep learning on molecular and biological data.

1.1K
Stable
Python
Machine Learning
Databases
Python
#biocomputing#representation-learning#deep-learning

isl-org/MultiObjectiveOptimization

Open-source code for a NeurIPS 2018 paper on multi-task learning as multi-objective optimization

1.1K
Archived
Python
LLM Frameworks
CLI Tools
Python
#machine-learning#optimization#multi-task

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