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acse

acse compiler - formal languages and compilers polimi

adafruit_tsl2561

Unified sensor driver for Adafruit's TSL2561 breakouts

barvinok

Clone of the Barvinok repository at http://repo.or.cz/barvinok.git

blis

BLAS-like Library Instantiation Software Framework

brevitas

Training-aware quantization in Pytorch

caffe-android-demo

An android caffe demo app exploiting caffe pre-trained ImageNet model for image classification

caffe-android-lib

Porting caffe to android platform

candl

Data Dependence Analyzer in the Polyhedral Model

clan

Chunky Loop Analyzer: A Polyhedral Representation Extraction Tool for High Level Programs

cylon-mindflex

Cylon adaptor/driver for the Neurosky powered Mindflex, forked from the Neurosky Mindwave Cylon repo

dali

A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications

deepcg

dependencies

Dependency Injection for Humans.

dfq

PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.

dynamic-k-activation

Adaptive Activation Thresholding: Dynamic Routing Type Behavior for Interpretability in Convolutional Neural Networks

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

finn

Fast, Scalable Quantized Neural Network Inference on FPGAs

giftlist

logicnets

micronet_competition

Submission to NeurIPS 2019 micronet contest

nd4j

Fast, Scientific and Numerical Computing for the JVM (NDArrays)

noise-tolerant-bfgs

openscop

A Specification and a Library for Data Exchange in Polyhedral Compilation Tools

parallella-linux

Linux Kernel forked from ADI (with latest ADI HDMI drivers)

path-sgd

Path-SGD: Path-Normalized Optimization in Deep Neural Networks

piplib

Parametric Integer Programming Library

pynq

Python Productivity for ZYNQ

pytorch-image-models-1

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

pytorch-jet-classify

Pytorch implementation of the HLS4ML 3 Layer Jet Tagging model, including a standard Pytorch (float) and a Quantized (via Xilinx's Brevitas library) implementation. designed for use with the HLS4ML LHC Jet dataset (100 particles): https://zenodo.org/record/3602254

pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate