Sairam954

DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

deeplake

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

captum

Model interpretability and understanding for PyTorch

Deep-Learning-in-Production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

rl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

WeightWatcher

The WeightWatcher tool for predicting the accuracy of Deep Neural Networks

AIChip_Paper_List

pytorch-onn

A PyTorch Library for Photonic Integrated Circuit Simulation and Photonic AI Computing

LQ-Nets

LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks

Graphite

A parallel, distributed simulator for multicores.

stonne

STONNE: A Simulation Tool for Neural Networks Engines

dlcompiler-comparison

The quantitative performance comparison among DL compilers on CNN models.

fastgraphml

Given an input graph (ArangoDB or PyG) it generates graph embeddings using Low-Code framework built on top of PyG.

tflite

TensorFlow Lite (tflite) C++ Series

opics

Photonic circuit simulator

SAR

LightningSim

A fast, accurate trace-based simulator for High-Level Synthesis.

photonflux

Photonic circuit network simulator

IronMan

IronMan+alpha: Graph Neural Network and Reinforcement Learning in High-Level Synthesis

handson_reservoir

Repository for paper "Hands-on reservoir computing" (NCE, 2022)

simplesim-3.0

SimpleScalar version 3.0 (official repository)

phodex

Examples for photonic design and simulation problems using various tools and methods.

pyutility

SqueezeLight

Implementation of a compact optical neural network SqueezeLight based on multi-operand micro-rings, DATE 2021

bifrost

geo

GEO: Generation and Execution Optimized Stochastic Computing Accelerator for Neural Networks

kweb

KLayout Web Viewer

RedBit