He (Jason) Sun's repositories
27Al_CQ_prediction
Random forest/XGBoost models for fast prediction of Solid-State NMR EFG CQ parameter for 27Al compounds.
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.
2015
Public material for CS109
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.
machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
soprano
Soprano - a Python library to crack crystals!