Jiang Li's repositories
Bimetallic_Alloy_Codes
A repository for all the codes used to generate the bimetallic alloy dataset and to implement delta learning method
AtomicStructureGenerator
This module uses Crystal Structure Prototype Database (CSPD) to generate a list of crystal structures for the system defined by user.
CatHub
Python API for the Surface Reactions database on Catalysis-Hub.org, used for querying and uploading data.
CatKit
General purpose tools for high-throughput catalysis
CatLearn
A machine learning environment for atomic-scale modeling in surface science and catalysis.
catmap
Catalyst Micro-kinetic Analysis Package for automated creation of micro-kinetic models used in catalyst screening
Coursera_Capstone
Project in Coursera course: Applied Data Science Capstone.
DataAspirant_codes
Complete machine learning model codes
DS-with-PySimpleGUI
Data science and Machine Learning GUI programs/ desktop apps with PySimpleGUI package
DynamicQuantumClustering-on-RMI
A library with several functions to apply Dynamic Quantum Clustering on RMI to segment brain tumors
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
lihang-code
《统计学习方法》的代码实现
machine-learning-project-walkthrough
An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!
machine_learning_beginner
机器学习初学者公众号作品
mljar-supervised
The Automated Machine Learning - the new standard in ML. Machine Learning for Humans.
neware_reader
This is a simple binary reader for Neware .nda files. It is based on the excellent work already done by thebestpatrick, who published the nda-extractor package in 2015. This package updates the existing package and allows it to read the newest .nda files
NewareNDA
Python module and command line tool for reading and converting Neware nda and ndax battery cycling data files.
pregnancy_cfRNA
Repository to reproduce analyses from manuscript titled "Noninvasive blood tests for fetal development predict gestational age and preterm delivery"
pyDRTtools
An intuitive python GUI to compute the DRT
quantum-clustering
some implementations of the unsupervised algorithm of quantum clustering
quantumClustering
A powerful, non-linear clustering method implemented in R
sshfs
A network filesystem client to connect to SSH servers