lxf123a's repositories
machine-learning-notes
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1500+页)和视频链接
graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
research_tao
NLP研究入门之道
learn-regex
Learn regex the easy way
PRML
PRML algorithms implemented in Python
Super-SloMo
PyTorch implementation of Super SloMo by Jiang et al.
awesome-sentence-embedding
A curated list of pretrained sentence(and word) embedding models
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
QASystemOnMedicalKG
A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。
nlp_course
YSDA course in Natural Language Processing
Corr_Prediction_ARIMA_LSTM_Hybrid
Applied an ARIMA-LSTM hybrid model to predict future price correlation coefficients of two assets
sequence_tagging
Named Entity Recognition (LSTM + CRF) - Tensorflow
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
deep_learning_NLP
Keras Implementations of Deep Learning Architectures for NLP
BuboQA
Simple question answering over knowledge graphs (Mohammed et al., NAACL 2018)
deep-siamese-text-similarity
基于siamese-lstm的中文句子相似度计算
stock-rnn
Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.
NLP-tools
😋本项目旨在通过Tensorflow基于BiLSTM+CRF实现中文分词、词性标注、命名实体识别（NER）。
seq2seq-couplet
Play couplet with seq2seq model. 用深度学习对对联。
Time-Series-ARIMA-XGBOOST-RNN
Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN