Sairam954

GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

fastai

The fastai deep learning library

pytorch_geometric

Graph Neural Network Library for PyTorch

glow

Compiler for Neural Network hardware accelerators

keras-tuner

A Hyperparameter Tuning Library for Keras

spektral

Graph Neural Networks with Keras and Tensorflow 2.

awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

DeepBench

Benchmarking Deep Learning operations on different hardware

larq

An Open-Source Library for Training Binarized Neural Networks

lava

A Software Framework for Neuromorphic Computing

qkeras

QKeras: a quantization deep learning library for Tensorflow Keras

sparsezoo

Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

Time-series-classification-and-clustering-with-Reservoir-Computing

Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.

neuroptica

Flexible simulation package for optical neural networks

cppdocs

PyTorch C++ API Documentation

SiEPIC_EBeam_PDK

SiEPIC EBeam PDK & Library, for SiEPIC-Tools and KLayout

DPU-PYNQ

DPU on PYNQ

SiEPIC-Tools

Package for KLayout to add integrated optics / silicon photonics functionality (waveguides, netlist extraction, circuit simulations, etc)

lava-dl

Deep Learning library for Lava

rfcs

PyTorch RFCs (experimental)

zoo

Reference implementations of popular Binarized Neural Networks

neurophox

A simulation framework for unitary neural networks and photonic devices

lava-optimization

Neuromorphic mathematical optimization with Lava

lava-dnf

Dynamic Neural Fields with Lava

UnarySim

This is a general-purpose simulator for unary computing based on PyTorch, with the paper accepted to ISCA 2020 and awarded IEEE Micro Top Pick for 2020.

rostam

microring-resonator-weight-design

Script and utilies for microring resonator weight design.

photonflow

PhotonFlow: A design methodology and tool for design and simulation of photonic neural networks

inference

Reference implementations of inference benchmarks

Neural-Networks-on-Silicon

This is a collection of works on neural networks and neural accelerators.