Xu Tian's repositories
Scalable-Software-Architecture
Collection of tech talks, papers and web links on Distributed Systems, Scalability and System Design.
CS285-DeepRL
Deep RL Baselines and homework assignments of UC Berkeley CS 285
FTL-Trans
Time-Aware Transformer-based Network for Clinical Notes Series Prediction
gcloud
Google Cloud tutorial and setup
Lime-For-Time
Application of the LIME algorithm by Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin to the domain of time series classification
LintCode
Java Solutions to problems on LintCode/LeetCode
mimic3-benchmarks
Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.
ML2021-Spring
**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2021 Spring
mvts_transformer
Multivariate Time Series Transformer, public version
Set_Functions_for_Time_Series
Repository of the ICML 2020 paper "Set Functions for Time Series"
SICS_DEC
Code repository for deep clustering analysis of ICU data
system-design-interview
System design interview for IT companies
time-series-transformers-review
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
Transformers-VQA
An implementation that downstreams pre-trained V+L models to VQA tasks. Now support: VisualBERT, LXMERT, and UNITER
tsai
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai