Yisheng Ni's repositories
gdsfactory
python library to design chips (Photonics, Analog, Quantum, MEMs, ...), objects for 3D printing or PCBs.
grpc-device
gRPC server providing remote access to NI device driver APIs.
handson-ml2
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.
hpinn
hPINN: Physics-informed neural networks with hard constraints
lumopt
Python based continuous adjoint optimization wrapper for Lumerical
practical-python
Practical Python Programming (course by @dabeaz)
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
pyrolab
A framework for using remote lab instruments as local resources built on Pyro5
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
pytorch-onn
A PyTorch Library for Photonic Integrated Circuit Simulation and Photonic AI Computing
snntorch
Deep and online learning with spiking neural networks in Python
spikingjelly
SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.
SPLayout
Silicon Photonics Design Tools.
USTC-Course
:heart:**科学技术大学课程资源
USTC-Courses
:heart:**科学技术大学计算机学院课程资源备份，最新的请查看--->