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Jiang Li's Projects

atomicstructuregenerator icon atomicstructuregenerator

This module uses Crystal Structure Prototype Database (CSPD) to generate a list of crystal structures for the system defined by user.

bimetallic_alloy_codes icon bimetallic_alloy_codes

A repository for all the codes used to generate the bimetallic alloy dataset and to implement delta learning method

cathub icon cathub

Python API for the Surface Reactions database on Catalysis-Hub.org, used for querying and uploading data.

catkit icon catkit

General purpose tools for high-throughput catalysis

catlearn icon catlearn

A machine learning environment for atomic-scale modeling in surface science and catalysis.

catmap icon catmap

Catalyst Micro-kinetic Analysis Package for automated creation of micro-kinetic models used in catalyst screening

ds-with-pysimplegui icon ds-with-pysimplegui

Data science and Machine Learning GUI programs/ desktop apps with PySimpleGUI package

handson-ml icon 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.

machine-learning-project-walkthrough icon 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!

mljar-supervised icon mljar-supervised

The Automated Machine Learning - the new standard in ML. Machine Learning for Humans.

neware_reader icon 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 icon newarenda

Python module and command line tool for reading and converting Neware nda and ndax battery cycling data files.

pregnancy_cfrna icon pregnancy_cfrna

Repository to reproduce analyses from manuscript titled "Noninvasive blood tests for fetal development predict gestational age and preterm delivery"

sshfs icon sshfs

A network filesystem client to connect to SSH servers

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