chenghan-sun Goto Github PK

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

amp-ann

ANN model development based on Atomic Machine-Learning Package (AMP) for Confined-Metals @ Zeolite

ase_ani

ANI-1 neural net potential with python interface (ASE)

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.

deep-learner

Deep Leaning Working Problems -- Theory, Text, and Image

ds-projects

Collection of data science projects.

julia-computings

Spatial statistical data analysis in Julia -- 2019

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

regression-analysis

Mark down some problems with Regression Analysis

senti-extraction

Kaggle Competition: Extract support phrases for sentiment labels, reserved as a NLP project.

unsupervised-learning

Notebook version implementation of unsupervised learning techniques. Analysis and Visualization.