Natural Language Processing Tutorial for Deep Learning Researchers
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Feb 21, 2024 - Jupyter Notebook
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bert
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《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
machine-learning tutorial reinforcement-learning deep-learning cnn transformer gan rnn pruning transfer-learning bert diffusion self-attention network-compression chatgpt leedl-tutorial
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Nov 23, 2025 - Jupyter Notebook
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
nlp search-engine compression sentiment-analysis transformers information-extraction question-answering llama pretrained-models embedding bert semantic-analysis distributed-training ernie neural-search uie document-intelligence paddlenlp llm
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Dec 17, 2025 - Python
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
deep-learning pytorch openai bert sentence2vec onnx cross-modality multi-modality image2vec sentence-encoding bert-as-service cross-modal-retrieval neural-search clip-model clip-as-service
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Jan 23, 2024 - Python
This repository contains demos I made with the Transformers library by HuggingFace.
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Jul 2, 2025 - Jupyter Notebook
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
nlp news wiki text-classification word2vec corpus dataset question-answering chinese chinese-nlp language-model bert chinese-corpus pretrain chinese-dataset
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Sep 8, 2025
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
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Jul 15, 2025 - Python
Google AI 2018 BERT pytorch implementation
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Sep 15, 2023 - Python
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
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Feb 24, 2021 - Python
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
nlp natural-language-processing tutorial sentiment-analysis word-embeddings transformers cnn pytorch recurrent-neural-networks lstm rnn fasttext bert sentiment-classification pytorch-tutorial pytorch-tutorials cnn-text-classification lstm-sentiment-analysis pytorch-nlp torchtext
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Mar 27, 2024 - Jupyter Notebook
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
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Jan 5, 2026 - Rust
Transformer related optimization, including BERT, GPT
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Mar 27, 2024 - C++
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
nlp machine-learning topic transformers topic-modeling bert topic-models sentence-embeddings topic-modelling ldavis
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Jan 5, 2026 - Python
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
nlp video reinforcement-learning detection cnn transformer gan dqn classification rnn sarsa segmentation recommender-system bert pose dssm tinybert dynabert
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Jul 25, 2024 - Jupyter Notebook
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
visualization nlp machine-learning natural-language-processing neural-network transformers pytorch transformer bert roberta gpt2
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Jun 1, 2025 - Python
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
machine-learning deep-learning clustering tensorflow scikit-learn keras transformers pytorch gan neural-networks convolutional-neural-networks gpt gans albert dbscan bert keras-tensorflow pytorch-tutorial pytorch-implementation huggingface-transformers
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Jun 28, 2024
A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
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Nov 21, 2022 - Python
State of the Art Natural Language Processing
nlp natural-language-processing spark sentiment-analysis text-classification tensorflow machine-translation transformers language-detection pyspark named-entity-recognition question-answering lemmatizer spell-checker bert part-of-speech-tagger entity-extraction onnx llm llamacpp
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Jan 7, 2026 - Scala
Jupyter 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 BER
nlp machine-learning tutorial computer-vision deep-learning time-series sentiment-analysis pytorch transformer lstm yolo face-recognition face-detection object-detection transfer-learning bert anomaly-detection time-series-forecasting coronavirus time-series-anomaly-detection
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Jun 30, 2024 - Jupyter Notebook
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