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Huang qiang's Projects

chisel icon chisel

Chisel: A Modern Hardware Design Language

coursera-ml-py icon coursera-ml-py

Python programming assignments for Machine Learning by Prof. Andrew Ng in Coursera

courseraml icon courseraml

I took Andrew Ng's Machine Learning course on Coursera and did the homework assigments... but, on my own in python because I love jupyter notebooks!

crystaltoolkit icon crystaltoolkit

Crystal Toolkit is an interactive web app that allows you to import, view, analyze and transform crystal structures and molecules, including a suite of reusable web components to make your own materials science web apps.

dft-book icon dft-book

A book on modeling materials using VASP, ase and vasp

forge icon forge

Forge is the Python package to access data in the Materials Data Facility

leeml-notes icon leeml-notes

李宏毅《机器学习》笔记,在线阅读地址:https://datawhalechina.github.io/leeml-notes

machine-learning icon machine-learning

:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

mapidoc icon mapidoc

Public repo for Materials API documentation

matgenb icon matgenb

Jupyter notebooks demonstrating the utilization of open-source codes for the study of materials science.

matminer_examples icon matminer_examples

A repo of examples for the matminer (https://github.com/hackingmaterials/matminer) code

mpds-api icon mpds-api

Specs of the mass data retrieval interface for the Materials Platform for Data Science (MPDS)

pumpkin-book icon pumpkin-book

《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book

pymatgen icon pymatgen

Python Materials Genomics (pymatgen) is a robust materials analysis code that defines core object representations for structures and molecules with support for many electronic structure codes. It is currently the core analysis code powering the Materials Project.

python-data-science-handbook icon python-data-science-handbook

A Chinese translation of Jake Vanderplas' "Python Data Science Handbook". 《Python数据科学手册》在线Jupyter notebook中文翻译

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