LIU, Jinyang's repositories
JinYang88.github.io
Homepage of Jinyang Liu
mtad-gat-pytorch
PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).
nextjs-notion-starter-kit
Deploy your own Notion-powered website in minutes with Next.js and Vercel.
atec_nlp_sim
蚂蚁金服NLP问题相似度计算比赛
Metrics
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
OmniAnomaly
KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network
UnsupervisedScalableRepresentationLearningTimeSeries
Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments
DTCR
The paper "Learning Representations for Time Series Clustering"
Awesome-Anomaly-Detection
A collection of awesome anomaly detection paper.
Variational-Lstm-Autoencoder
Lstm variational auto-encoder API for time series anomaly detection and features extraction
loglizer
A log analysis toolkit for automated anomaly detection [ISSRE'16]
AutoInt
Implementation of AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks
CV
My CV (I am looking for a Ph.D. position on Recommendation System)
ESIM
Implementation of the ESIM model for natural language inference with PyTorch
Hands-on-Machine-Learning
A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
sentence-matching
Baseline models of sentence matching
Emoji-Prediction
predict emoji of a sentence which is my graduation project.
quora-duplicate-detection
detect duplicated pairs in quora
Texygen
A text generation benchmarking platform
LSTM-Text-Classification
A LSTM based text classification model.
weibospider
:zap: A distributed crawler for weibo, building with celery and requests.