cjopengler's repositories
Practical_RL
A course in reinforcement learning in the wild
NCRFpp
NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (code for COLING/ACL 2018 paper)
a-PyTorch-Tutorial-to-Text-Classification
Hierarchical Attention Networks | a PyTorch Tutorial to Text Classification
exercise
exercise for nndl
imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
keras-self-attention
Attention mechanism for processing sequential data that considers the context for each timestamp.
PyTorchZeroToAll
Simple PyTorch Tutorials Zero to ALL!
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
emnlp2017-bilstm-cnn-crf
BiLSTM-CNN-CRF architecture for sequence tagging
anago
Bidirectional LSTM-CRF for Sequence Labeling like Named-Entity Recognition, Part-of-Speech Tagging and so on.
brat
brat rapid annotation tool (brat) - for all your textual annotation needs
seq2seq
Sequence to Sequence Learning with Keras
BiLstm_CNN_CRF_CWS
BiLstm+CNN+CRF 法律文档（合同类案件）领域分词（100篇标注样本）
textClassifier
Text classifier for Hierarchical Attention Networks for Document Classification
SelfAttentive
Implementation of A Structured Self-attentive Sentence Embedding
elmo-bilstm-cnn-crf
BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.
jPTDP
Neural network models for joint POS tagging and dependency parsing
TensorFlow_RLRE
Reinforcement Learning for Relation Classification from Noisy Data(TensorFlow)
HSCRF-pytorch
ACL 2018: Hybrid semi-Markov CRF for Neural Sequence Labeling (http://aclweb.org/anthology/P18-2038)
attention-is-all-you-need-keras
A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need
Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs
Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs
Clustering-with-Deep-learning
Generic implementation for clustering with deep learning : representation learning (DNN) + clustering
Senta
Baidu's open-source Sentiment Classification System.
Text-Classification-Pytorch
Text classification using deep learning models in Pytorch
ip2region
准确率99.9%的ip地址定位库，0.0x毫秒级查询，数据库文件大小只有1.5M，提供了java,php,c,python,nodejs,golang,c#查询绑定和Binary,B树,内存三种查询算法，妈妈再也不用担心我的ip地址定位！
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量