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996.icu

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

bidirectional-lstm-crf-for-clinical-concept-extraction

Bidirectional LSTM-CRF for Clinical Concept Extraction using i2b2-2010 data

concept-liking-for-medical

This is the project for Concept Liking in medical.

concept-linking-on-mimic-iii

conceptnet-numberbatch

dongpu_expriment

This is the Dongpu's master experiments.

gigaword_v5_process

This is the processing code for the English Gigaword 5-th News text data.

glove_py_model_load

Loading the model from glove and computer word similarity & word clustering.

label_sequence_generate_model_for_multi-label_learning

多标记学习的标签序列生成模型

lgsm

This is the code for the Paper: Label Sequence Generation Model for Multi-Label Learning

lihang

Statistical learning methods, 统计学习方法 [李航] 值得反复读. [笔记, 代码, notebook, 参考文献, Errata, lihang]

lsgm-label-sequence-generation-model-for-multi-label-learning

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

models

Pre-trained and Reproduced Deep Learning Models （经典复现模型）

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nn_ner_tensorflow

Implementing , learning and re implementing "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" in Tensorflow

opennmt-py

Open Source Neural Machine Translation in PyTorch

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

reproduce_bert

阅读论文，复现BERT模型。

reproduce_transformer

Reproduce the transformer model by reading the paper Attention is all you need. 阅读论文，复现transformer模型。

seq2seq-pytorch

Sequence to Sequence Models with PyTorch

seq2seq.pytorch

Sequence-to-Sequence learning using PyTorch

sequence-labeling-bilstm-crf

BiLSTM-CRF joint model for tasks like sequence labeling using char/word level embeddings in Tensorflow

sequence-labelling

Implementing , learning and re implementing "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" in keras

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

text-summarization-with-amazon-reviews

A seq2seq model that can generate summaries from fine food reviews on Amazon.

transformer-xl