pykale
hierarchical-domain-adaptation
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| pykale | hierarchical-domain-adaptation | |
|---|---|---|
| 2 | 1 | |
| 427 | 32 | |
| 1.6% | - | |
| 9.1 | 3.0 | |
| about 1 month ago | 7 months ago | |
| Python | Python | |
| MIT License | - |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
pykale
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PyKale Preprint: Knowledge-Aware Machine Learning from Multiple Sources in Python [P][R]
A 10-page preprint is on arXiv to describe the green machine learning design principles behind our pipeline-based API below as well as features and examples in our PyKale library for multimodal learning and transfer learning with deep learning and dimensionality reduction on graphs, images, texts, and videos to enable and accelerate interdisciplinary research: [2106.09756] PyKale: Knowledge-Aware Machine Learning from Multiple Sources in Python (arxiv.org)
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[P] An introduction to PyKale https://github.com/pykale/pykale, a PyTorch library that provides a unified pipeline-based API for knowledge-aware multimodal learning and transfer learning on graphs, images, texts, and videos to accelerate interdisciplinary research. Welcome feedback/contribution!
Thank you LargeYellowBus for your valuable feedback! That's really helpful. It is weird to hear that the GitHub link was broken when you tried. It is here https://github.com/pykale/pykale and there have been 100+ unique visitors today. So it might be temporary on your side and you may try again.
hierarchical-domain-adaptation
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AI2 Introduces Efficient Hierarchical Domain Adaptation for Pretrained Language Models
Github: https://github.com/alexandra-chron/hierarchical-domain-adaptation
What are some alternatives?
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
pytorch-adapt - Domain adaptation made easy. Fully featured, modular, and customizable.
AdaTime - [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
LLM-Adapters - Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"
Multimodal-Toolkit - Multimodal model for text and tabular data with HuggingFace transformers as building block for text data
Meta-SelfLearning - Meta Self-learning for Multi-Source Domain Adaptation： A Benchmark
social-balance - A library-agnostic project for calculating exactly and efficiently social balance, based on the Aref, Mason and Wilson paper (https://arxiv.org/abs/1611.09030)
open_flamingo - An open-source framework for training large multimodal models.
jina - ☁️ Build multimodal AI applications with cloud-native stack
valhalla-nmt - Code repository for CVPR 2022 paper "VALHALLA: Visual Hallucination for Machine Translation"