Xinlp Alternatives

把李航老师《统计学习方法》的后几章的算法都用java实现了一遍,实现盒子与球的EM算法,扩展到去GMM训练,后来实现了HMM分词(实现了HMM分词的参数训练)和CRF分词(借用CRF++训练的参数模型),最后利用tensorFlow把BiLSTM+CRF实现了,然后为lucene包装了一个XinAnalyzer
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Alternatives To 1000-7/xinlp
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
apachecn/ailearning 37,352 0 2 over 2 years ago 8 March 20, 2022 1 other Python
AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
Mikoto10032/DeepLearning 7,463 0 0 almost 4 years ago 0 8 apache-2.0 Jupyter Notebook
深度学习入门教程, 优秀文章, Deep Learning Tutorial
bentrevett/pytorch-sentiment-analysis 4,133 0 0 about 2 years ago 0 3 mit Jupyter Notebook
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
FudanNLP/nlp-beginner 3,884 0 0 almost 5 years ago 0 2
NLP上手教程
km1994/nlp_paper_study 3,373 0 0 over 2 years ago 0 1 C++
该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记
asappresearch/sru 2,012 1 2 over 4 years ago 32 June 17, 2021 58 mit Python
Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)
jiesutd/NCRFpp 1,862 0 0 almost 4 years ago 1 March 16, 2022 5 apache-2.0 Python
NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
nlpodyssey/spago 1,691 0 9 about 2 years ago 35 October 30, 2023 11 bsd-2-clause Go
Self-contained Machine Learning and Natural Language Processing library in Go
rguthrie3/DeepLearningForNLPInPytorch 1,605 0 0 over 6 years ago 0 7 mit Jupyter Notebook
An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.
huseinzol05/NLP-Models-Tensorflow 1,329 0 0 over 5 years ago 0 3 mit Jupyter Notebook
Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
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