Jui-Fa Tsai (Alpha)'s Projects
For ES Alignement
Analyzer package for BprimeTobH
b-tagging commissioning
A technical report on convolution arithmetic in the context of deep learning
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
Content from the University of British Columbia's Master of Data Science course DSCI 572.
Install under elcomandante
Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs
https://www.kaggle.com/c/kkstream-deep-learning-workshop/data
Algorithm exercises from LeetCode : https://leetcode.com
https://www.kaggle.com/c/nyc-taxi-trip-duration
Check hits on the ROC
My python analysis kit
Example python codes for Atlas HiggsML Challenge
Spatial interpolation python package
Kriging Toolkit for Python
Code repository for reinforcement learning project with dual axis tracking solar
Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"
CP violation analysis of top pair production in LHC
CPV in Top pair production for CMS Run1 data analysis
Machine Learning and Nueral Network Exersices