Olivia Weng's repositories
fastml-science
Implementations of the fastml-science bechmark models, including a standard Keras (float) and QKeras (quantized) implementations.
acaweb
academic website
BNN-PYNQ
Quantized Neural Networks (QNNs) on PYNQ
bonito
A PyTorch Basecaller for Oxford Nanopore Reads
dockerfiles
Research Dockerfiles
Ecoder
ECON-T autoencoder model
jeffreyweng
Academic website for Jeffrey Weng
oliviaweng.github.io
Personal website
finn-hlslib
Vivado HLS library for FINN
hls4ml
Machine learning on FPGAs using HLS
hls4ml-tutorial
Tutorial notebooks for hls4ml
hls4ml_dense_relu_merge
Testing the hls4ml optimizer pass for merging the ReLU layer into the Dense layer when ReLU immediately follows Dense---a frequently encountered pattern in NNs.
hugo-theme-motherfuckingwebsite
An ultra-minimal, responsive-by-default theme, inspired by motherfuckingwebsite.com (and really, bettermotherfuckingwebsite.com)
illinois-jobslink
Build Illinois Jobslink scraper, API, and front end for Illinois DHS.
imgclsmob
Sandbox for training convolutional networks for computer vision
libtock-c
Userland apps for Tock written in C and C++
microscope-repo
Meteor tutorial microscope
NeMo
NeMo: a toolkit for conversational AI
patpannuto.com
My Homepage
PyHessian
PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks
pytorchfi
A runtime fault injection tool for PyTorch :fire:
ResNet50-PYNQ
Quantized ResNet50 Dataflow Acceleration on Alveo, with PYNQ
tock
A secure embedded operating system for microcontrollers