Transformers4Rec
transformer-mlm
| Transformers4Rec | transformer-mlm | |
|---|---|---|
| 4 | 1 | |
| 1,030 | 4 | |
| 1.5% | - | |
| 5.3 | 3.1 | |
| 6 days ago | 8 months ago | |
| Python | Python | |
| Apache License 2.0 | The Unlicense |
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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
transformer-mlm
What are some alternatives?
TabFormer - Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
NeuRec - Next RecSys Library
RATransformers - RATransformers 🐭- Make your transformer (like BERT, RoBERTa, GPT-2 and T5) Relation Aware!
extreme-bert - ExtremeBERT is a toolkit that accelerates the pretraining of customized language models on customized datasets, described in the paper “ExtremeBERT: A Toolkit for Accelerating Pretraining of Customized BERT”.
BERT-pytorch - Google AI 2018 BERT pytorch implementation
bertviz - BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
kogpt - KakaoBrain KoGPT (Korean Generative Pre-trained Transformer)
Multimodal-Toolkit - Multimodal model for text and tabular data with HuggingFace transformers as building block for text data
Neural-Scam-Artist - Web Scraping, Document Deduplication & GPT-2 Fine-tuning with a newly created scam dataset.