Transformers4Rec
Multimodal-Toolkit
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| Transformers4Rec | Multimodal-Toolkit | |
|---|---|---|
| 4 | 2 | |
| 1,030 | 553 | |
| 4.1% | 1.8% | |
| 5.3 | 7.6 | |
| 2 days ago | about 2 months ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.
Transformers4Rec
- New item prediction modules in open source libraries
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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
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
What are some alternatives?
TabFormer - Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)
tab-transformer-pytorch - Implementation of TabTransformer, attention network for tabular data, in Pytorch
NeuRec - Next RecSys Library
transformers - ð€ Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
autogluon - AutoGluon: Fast and Accurate ML in 3 Lines of Code
BERT-pytorch - Google AI 2018 BERT pytorch implementation
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!
kogpt - KakaoBrain KoGPT (Korean Generative Pre-trained Transformer)
multimodal - TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.
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