Jiang Li's repositories
NewareNDA
Python module and command line tool for reading and converting Neware nda and ndax battery cycling data files.
pyDRTtools
An intuitive python GUI to compute the DRT
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
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
lihang-code
《统计学习方法》的代码实现
pregnancy_cfRNA
Repository to reproduce analyses from manuscript titled "Noninvasive blood tests for fetal development predict gestational age and preterm delivery"
machine_learning_beginner
机器学习初学者公众号作品
CatHub
Python API for the Surface Reactions database on Catalysis-Hub.org, used for querying and uploading data.
Bimetallic_Alloy_Codes
A repository for all the codes used to generate the bimetallic alloy dataset and to implement delta learning method
CatLearn
A machine learning environment for atomic-scale modeling in surface science and catalysis.
CatKit
General purpose tools for high-throughput catalysis
sshfs
A network filesystem client to connect to SSH servers
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.
mljar-supervised
The Automated Machine Learning - the new standard in ML. Machine Learning for Humans.
catmap
Catalyst Micro-kinetic Analysis Package for automated creation of micro-kinetic models used in catalyst screening
AtomicStructureGenerator
This module uses Crystal Structure Prototype Database (CSPD) to generate a list of crystal structures for the system defined by user.
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!
DynamicQuantumClustering-on-RMI
A library with several functions to apply Dynamic Quantum Clustering on RMI to segment brain tumors
quantum-clustering
some implementations of the unsupervised algorithm of quantum clustering
quantumClustering
A powerful, non-linear clustering method implemented in R