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htyhmn's Projects
ailearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
chinese-word-vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
flat-lattice-transformer
code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer
gsn_ontologies
Links to the Geoscience Standard Names ontologies. Included is the database search tool to discover existing names.
knowledge-graph
知识图谱-概念与技术
lexiconaugmentedner
Reject complicated operations for incorporating lexicon for Chinese NER.
lihang-code
《统计学习方法》的代码实现
mapmatching-on-jstorm
Parallel version of Map Matching code on JStorm
named_entity_recognition
中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）
ncrfpp
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.
nlp-pytorch-zh
《Natural Language Processing with PyTorch》中文翻译
nndl.github.io
《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning
pykeen
🤖 A Python library for learning and evaluating knowledge graph embeddings
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
scikit-opt
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
scite
Causality Extraction based on Self-Attentive BiLSTM-CRF with Transferred Embeddings
weibospider
新浪微博爬虫，用python爬取新浪微博数据
yedda
YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.
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