Multimodal-Toolkit
Transformers4Rec
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| Multimodal-Toolkit | Transformers4Rec | |
|---|---|---|
| 2 | 4 | |
| 553 | 1,030 | |
| 1.8% | 4.1% | |
| 7.6 | 5.3 | |
| about 2 months ago | 5 days ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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Multimodal-Toolkit
- [D]Are there any good solutions for multimodal classification? Libraries, AutoML tool?
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Classification problem with text and numerical features
A quick and dirty way of trying this is using this framework:https://github.com/georgian-io/Multimodal-Toolkit
Transformers4Rec
- New item prediction modules in open source libraries
-
Okay Do you think a recommendation engine for a final year project is too simple?
It's fine for a thesis project IMO! Recommendation is very much an active field with cool recent developments. If your supervisors are still sceptical you could try implementing one of the recent papers that apply transformers (like https://github.com/NVIDIA-Merlin/Transformers4Rec) or zone in on cold start problems in your domain.
- Show HN: Transformers4Rec -a new library for Transformers on Recommender Systems
What are some alternatives?
tab-transformer-pytorch - Implementation of TabTransformer, attention network for tabular data, in Pytorch
TabFormer - Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)
transformers - ð€ Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
NeuRec - Next RecSys Library
autogluon - Fast and Accurate ML in 3 Lines of Code
pykale - Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the ð¥PyTorch ecosystem. â Star to support our work!
BERT-pytorch - Google AI 2018 BERT pytorch implementation
multimodal - TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.
kogpt - KakaoBrain KoGPT (Korean Generative Pre-trained Transformer)
Neural-Scam-Artist - Web Scraping, Document Deduplication & GPT-2 Fine-tuning with a newly created scam dataset.
transformer-mlm - Implementation of Transformer Encoders / Masked Language Modeling Objective