JunAng-Wang's repositories
Junang-Wang
Config files for my GitHub profile.
pysindy
A package for the sparse identification of nonlinear dynamical systems from data
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
V-System
A project to create synthetic vascular networks utilising L-Systems.
PhySO
Physical Symbolic Optimization
faiss
A library for efficient similarity search and clustering of dense vectors.
numpy-100
100 numpy exercises (with solutions)
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
qiskit-tutorials
A collection of Jupyter notebooks showing how to use the Qiskit SDK
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Python-100-Days
Python - 100天从新手到大师
TensorNetwork
A library for easy and efficient manipulation of tensor networks.
topocm_content
Course on topology in condensed matter