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berryhn's Projects

sentiment_analysis icon sentiment_analysis

使用深度学习方法对IMDB电影评价做情感分析,使用的方法分别为:MLP、BiRNN、BiGRU+Attention Model

sentimentpolarityanalysis icon sentimentpolarityanalysis

情感极性分析repository1:基于情感词典、k-NN、Bayes、最大熵、SVM的情感极性分析。

seq2seq icon seq2seq

Sequence to Sequence Learning with Keras

seq2seq_chatbot_new icon seq2seq_chatbot_new

基于seq2seq模型的简单对话系统的tf实现,具有embedding、attention、beam_search等功能,数据集是Cornell Movie Dialogs

siamesesentencesimilarity icon siamesesentencesimilarity

SiameseSentenceSimilarity,个人实现的基于Siamese bilstm模型的相似句子判定模型,提供训练数据集和测试数据集.

simpletransformers icon simpletransformers

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

skulpt icon skulpt

Skulpt is a Javascript implementation of the Python programming language

sltk icon sltk

SLTK,序列化标注工具,实现BiLSTM-CRF模型,并利用pytorch实现了高效的数据加载模块。

smrctoolkit icon smrctoolkit

This toolkit was designed for the fast and efficient development of modern machine comprehension models, including both published models and original prototypes.

stat-learning icon stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"

summary icon summary

The repo will be private and re-open to clear the stars if its number reaches the top 6.

supportnet icon supportnet

SupportNet: solving catastrophic forgetting in class incremental learning with support data

swem icon swem

The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms"

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