Indonesian Language ModelsIndonesian Language Models and its Usage
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Vietnamese ElectraElectra pre-trained model using Vietnamese corpus
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Gpt2 ChineseChinese version of GPT2 training code, using BERT tokenizer.
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Mutual labels: text-generation, transformer
Deepsvg[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.
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Mutual labels: jupyter-notebook, transformer
Pytorch Original TransformerMy implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.
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Mutual labels: jupyter-notebook, transformer
Azureml BertEnd-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service
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Mutual labels: jupyter-notebook, language-model
Question generationNeural question generation using transformers
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TsaiTime series Timeseries Deep Learning Pytorch fastai - State-of-the-art Deep Learning with Time Series and Sequences in Pytorch / fastai
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Mutual labels: jupyter-notebook, transformer
TransformerImplementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
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Mutual labels: jupyter-notebook, transformer
Sentiment analysis fine grainMulti-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger
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Mutual labels: jupyter-notebook, language-model
Nlp PaperNLP Paper
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Awesome Bert NlpA curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.
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Gpt2client✍🏻 gpt2-client: Easy-to-use TensorFlow Wrapper for GPT-2 117M, 345M, 774M, and 1.5B Transformer Models 🤖 📝
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DabData Augmentation by Backtranslation (DAB) ヽ( •_-)ᕗ
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Bert Multitask LearningBERT for Multitask Learning
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Neural spEnd-to-end ASR/LM implementation with PyTorch
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Getting Things Done With PytorchJupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
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amrlibA python library that makes AMR parsing, generation and visualization simple.
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Mutual labels: text-generation, transformer
