Chenghan-Sun
Information Science Researcher @WPI-ICReDD. Geometric Deep Learning. PhD @ucdavis. Molecular AI.
WPI-ICReDDSapporo, Japan
Pinned Repositories
abalone_age
The Age of the Abalone: Linear Regression on Abalone Dataset
AdvDS-Analysis
Extensive data analysis project on web-crawled data from Yelp website
Computational_Stats
Proofs, Analysis, and Discussion of various Algorithms in Computational Statistics
Convex-Optimization
Implemented algorithms for continuous convex and nonlinear optimization problems.
CoorDes-Algs
Implementation of ensemble Coordinate Descent Algorithms. Performance, discussion, and insights.
LLM-GDL-Base
MoA-Prediction
Kaggle -- Mechanisms of Action (MoA) Prediction by Neural Oblivious Decision Ensemble (NODE)
NEP_Diffusion_TMZeos
Support data and code for paper "Elucidating the Fluxionality and Dynamics of Zeolite-Confined Au Nanoclusters Using Machine Learning Potentials"
Num_LA
Practical linear algebra computation algorithms
Senti-Extraction
Kaggle Competition: Extract support phrases for sentiment labels, reserved as a NLP project.
Chenghan-Sun's Repositories
Chenghan-Sun/AdvDS-Analysis
Extensive data analysis project on web-crawled data from Yelp website
Chenghan-Sun/CoorDes-Algs
Implementation of ensemble Coordinate Descent Algorithms. Performance, discussion, and insights.
Chenghan-Sun/MoA-Prediction
Kaggle -- Mechanisms of Action (MoA) Prediction by Neural Oblivious Decision Ensemble (NODE)
Chenghan-Sun/Senti-Extraction
Kaggle Competition: Extract support phrases for sentiment labels, reserved as a NLP project.
Chenghan-Sun/abalone_age
The Age of the Abalone: Linear Regression on Abalone Dataset
Chenghan-Sun/Convex-Optimization
Implemented algorithms for continuous convex and nonlinear optimization problems.
Chenghan-Sun/LLM-GDL-Base
Chenghan-Sun/NEP_Diffusion_TMZeos
Support data and code for paper "Elucidating the Fluxionality and Dynamics of Zeolite-Confined Au Nanoclusters Using Machine Learning Potentials"
Chenghan-Sun/Num_LA
Practical linear algebra computation algorithms
Chenghan-Sun/Regression-Analysis
Mark down some problems with Regression Analysis
Chenghan-Sun/Computational_Stats
Proofs, Analysis, and Discussion of various Algorithms in Computational Statistics
Chenghan-Sun/AMP-ANN
ANN model development based on Atomic Machine-Learning Package (AMP) for Confined-Metals @ Zeolite
Chenghan-Sun/ASE_ANI
ANI-1 neural net potential with python interface (ASE)
Chenghan-Sun/Deep-Learner
Deep Leaning Working Problems -- Theory, Text, and Image
Chenghan-Sun/DS-Projects
Collection of data science projects.
Chenghan-Sun/Julia-Computings
Spatial statistical data analysis in Julia -- 2019
Chenghan-Sun/Unsupervised-Learning
Notebook version implementation of unsupervised learning techniques. Analysis and Visualization.