wushanyun64
I'm a computational chemist trying to draw the link between experimentally acquired and computed data.
Pinned Repositories
2014_data
Data directory for the CS109 Data Science course
2015
Public material for CS109
2015lab2
27Al_CQ_prediction
Random forest/XGBoost models for fast prediction of Solid-State NMR EFG CQ parameter for 27Al compounds.
databook
Implementations of the algorithms described in the book :"DATA DRIVEN SCIENCE & ENGINEERING" by Steven L. Brunton and J. Nathan Kutz.
Image_binary_classification_from_scratch
Build a N layer feed-forward ANN from scratch and perform image classification
machine-learning-roadmap
A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
machine_learning_project_template
monte_carlo_sampling_NMR_params
Sampling the posterior distribution of NMR parameters fitted by Mrsimulator with Monte Carlo.
mrsimulator
A fast solid-state NMR spectrum simulation and analysis library.
wushanyun64's Repositories
wushanyun64/27Al_CQ_prediction
Random forest/XGBoost models for fast prediction of Solid-State NMR EFG CQ parameter for 27Al compounds.
wushanyun64/monte_carlo_sampling_NMR_params
Sampling the posterior distribution of NMR parameters fitted by Mrsimulator with Monte Carlo.
wushanyun64/mrsimulator
A fast solid-state NMR spectrum simulation and analysis library.
wushanyun64/2014_data
Data directory for the CS109 Data Science course
wushanyun64/2015
Public material for CS109
wushanyun64/2015lab2
wushanyun64/databook
Implementations of the algorithms described in the book :"DATA DRIVEN SCIENCE & ENGINEERING" by Steven L. Brunton and J. Nathan Kutz.
wushanyun64/Image_binary_classification_from_scratch
Build a N layer feed-forward ANN from scratch and perform image classification
wushanyun64/machine-learning-roadmap
A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
wushanyun64/machine_learning_project_template
wushanyun64/machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
wushanyun64/Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
wushanyun64/soprano
Soprano - a Python library to crack crystals!
wushanyun64/streamlit_test
wushanyun64/Testing
A test repo for a ton of things