jsheppard95
Ph.D student in chemistry with a background in physics, experience as a controls engineer, and a passion for data.
Department of Chemistry and Biochemistry | University of California, Santa BarbaraSanta Barbara, CA
Pinned Repositories
bayeswham_python
Fork of andrewlferguson/bayeswham_python
Cryptocurrencies
Unsupervised machine learning models for the analysis of cryptocurrencies.
GROMACS_Lysozyme
lcls-plc-lfe-optics
TwinCAT 3 PLC Project for LCLS optics MR1L0 and MR2L0
lcls-plc-slit-motion
TwinCAT 3 PLC program and IOC for the motion control of four JJ X-Ray AT-C8-HV slits at the XPP end station.
lcls-twincat-optics
TwinCAT 3 Motion Control for LCLS Optics
MAPT_Phylogeny
Python phylogenetic analysis pipeline to understand the pathological development of the Microtubule-Associated Protein Tau (MAPT)
MirrorPlots
Repository for Python code to make motion plots from TwinCAT Scope files exported to .csv
Mission-to-Mars
Web scraping and data storage with MongoDB of Mars data
Neural_Network_Charity_Analysis
Neural network binary classifier to predict if charities will be successful if they receive funding.
jsheppard95's Repositories
jsheppard95/Cryptocurrencies
Unsupervised machine learning models for the analysis of cryptocurrencies.
jsheppard95/GROMACS_Lysozyme
jsheppard95/lcls-plc-slit-motion
TwinCAT 3 PLC program and IOC for the motion control of four JJ X-Ray AT-C8-HV slits at the XPP end station.
jsheppard95/MAPT_Phylogeny
Python phylogenetic analysis pipeline to understand the pathological development of the Microtubule-Associated Protein Tau (MAPT)
jsheppard95/Neural_Network_Charity_Analysis
Neural network binary classifier to predict if charities will be successful if they receive funding.
jsheppard95/pcdsdevices
Collection of Ophyd device subclasses for IOCs unique to LCLS PCDS.
jsheppard95/bayeswham_python
Fork of andrewlferguson/bayeswham_python
jsheppard95/Mission-to-Mars
Web scraping and data storage with MongoDB of Mars data
jsheppard95/Amazon_Vine_Analysis
Google Colaboratory Notebook files for ETL pipeline of Amazon music reviews to PostgreSQL database and analysis of the ratio of five star reviews as it relates to participation in the Vine program.
jsheppard95/amylpred
Scripts for unsupervised learning analysis of peptide ensemble simulation to protein folding patterns leading to amyloid generation.
jsheppard95/bikesharing
Tableau files for bikesharing data visualization.
jsheppard95/Credit_Risk_Analysis
Jupyter notebook files with classification models employing resampling techniques to evaluate credit risk.
jsheppard95/energy_minimization
jsheppard95/Gd-sTPATCN
GROMACS simulations of AsLOV2
jsheppard95/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
jsheppard95/HOMS_XRT
Hard X-ray Offset Mirror System Mechatronics Controls PLC Code
jsheppard95/JacksonSheppard_Portfolio
HTML/JavaScript files and GitHub deployment for my portfolio of recent projects and background information.
jsheppard95/JacksonSheppard_Resume
Jackson Sheppard's Resume
jsheppard95/labs.chem.ucsb.edu.shea.joan-emma
Group website
jsheppard95/lcls-plc-lamp-motion
TwinCAT 3 PLC Project for LCLS TMO LAMP Motion System
jsheppard95/lcls-plc-mrco-motion
TwinCAT 3 PLC program for the fixed Cookiebox/Mr. Coffee motion system at the TMO endstation
jsheppard95/Mapping_Earthquakes
JavaScript and HTML files to produce maps of cities, airports, airline routes, and earthquakes from local JSON/JavaScript files and API calls to USGS GeoJSON sources.
jsheppard95/md_mc_demos
Repository for Python scripts implementing Monte Carlo and Molecular Dynamics methods.
jsheppard95/MechaCar_Statistical_Analysis
R Script files for statistical analysis of car manufacturing data.
jsheppard95/Morse_Potential
Numerical methods to solve for energy eigenvalues and eigenstates of diatomic molecules in a Morse Potential.
jsheppard95/Movies-ETL
Jupyter Notebook for ETL pipeline of movie JSON files to PostgreSQL
jsheppard95/MusicClassification
jsheppard95/pdb_analysis
Python scipts to read PDB protein files and compute stuctural and thermodynamic properties.
jsheppard95/Pewlett-Hackard-Analysis
Analysis of company data using SQL to determine employees eligible for retirement and the mentorship program.
jsheppard95/surfs_up
Jupyter Notebook files for the analysis of weather data contained in an SQLite database.