Alternatives and similar repositories for DEAP:

Users that are interested in DEAP are comparing it to the libraries listed below

• solgaardlab / neurophox
  A simulation framework for unitary neural networks and photonic devices
  ☆103Updated 3 years ago
• solgaardlab / neurophox-notebooks
  Notebook examples for the neurophox repository
  ☆19Updated 5 years ago
• mike-fang / imprecise_optical_neural_network
  ☆19Updated 5 years ago
• tomdbar / all-optical-neural-networks
  Supporting code for "End-to-end optical backpropagation for training neural networks".
  ☆43Updated 4 years ago
• flexcompute / metalens
  Simulation and optimization of dielectric metalens with Tidy3D
  ☆26Updated 3 years ago
• mustafacc / SiEPIC_Photonics_Package
  A Python (v3.6.5) package that provides a set of basic functions commonly used in integrated photonics.
  ☆28Updated last month
• airPeter / SmartGlass
  SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…
  ☆33Updated last year
• closest-git / ONNet
  Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation
  ☆127Updated 2 years ago
• mcmahon-lab / ONN-QAT-SQL
  Scripts for training neural networks resistant to photon shot noise with quantization-aware training, together with the code for simulati…
  ☆18Updated 3 years ago
• dnrobin / awg-matlab
  Arrayed Waveguide Grating (AWG) model and simulation in Matlab
  ☆20Updated 3 years ago
• THPCILab / DAT_MPNN
  ☆16Updated last month
• shlizee / OpticalNN
  ☆13Updated 6 years ago
• Dusandinho / photonmind
  Design photonic integrated circuits with artificial neural networks
  ☆18Updated 4 years ago
• isgcal / SiPh_Simulink
  Simulink Library for Silicon Photonics Systems Simulation
  ☆25Updated 8 years ago
• raghu1153 / MetaOptics
  Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data
  ☆61Updated 3 years ago
• Hideousmon / SPLayout
  Silicon Photonics Design Tools.
  ☆53Updated 3 weeks ago
• FiodarM / InvDesignNet
  Training neural networks for inverse design of nanophotonic gratings.
  ☆14Updated 3 years ago
• airPeter / Meta_SCMT
  Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…
  ☆43Updated last year
• complexphoton / metalens_inverse_design
  ☆17Updated 5 months ago
• scolburn54 / rcwa_tf
  RCWA with inherent automatic differentiation using TensorFlow
  ☆44Updated 3 years ago
• nicolasayotte / MatlabGDSPhotonicsToolbox
  This is a Matlab library of functions to facilitate the design of Photonics Integrated Circuits GDS layout.
  ☆83Updated 7 years ago
• mcmahon-lab / ONN-device-control
  Device control modules for an optical matrix-vector multiplier with a low photon count.
  ☆12Updated 3 years ago
• mdecea / power_handling_Si_resonators
  Code implementing the system of nonlinear equations that describes nonlinearities in silicon microring modulators.
  ☆10Updated 3 years ago
• Arcadianlee / Photonics-FDTD-DRL
  Optimization and inverse design of photonic crystals using deep reinforcement learning
  ☆64Updated last year
• asheverdin / CloakingNet
  Code for the paper: Photonic Inverse Design with Neural Networks
  ☆8Updated 3 years ago
• ugurtegin / Nonlinear_MMF_Network
  Neuromorphic/Reservoir computing with spatiotemporal nonlinear propagation in GIMF
  ☆21Updated 3 years ago
• QPG-MIT / meshes
  Tools for modeling photonic beamsplitter mesh networks
  ☆12Updated 6 months ago
• jonfanlab / waveynet
  A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes o…
  ☆18Updated 2 years ago
• lightwave-lab / Neuromorphic_Silicon_Photonics
  Supplementary Material for "Neuromorphic Silicon Photonics"
  ☆10Updated 7 years ago
• haoyunliang / Optical-Neural-Network
  Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .
  ☆103Updated 3 years ago