ben-hawks Goto Github PK

adventofcode2020

2020 Advent of Code!

aiv_dc31_badge

KiCad Project + Files for AI Village's DEFCON31 Badge

aiv_website

bados

CircuitPython Mini Operating System for Pimoroni Badger2040 Electronic Badge

bnl-fnal-ai-tutorials

Brookhaven-Fermi Lab Summer Exchange Program AI/ML Tutorials

brevitas-mnist-hls4ml

circuitpython

CircuitPython - a Python implementation for teaching coding with microcontrollers

csci480j-appliedmachinelearning

Coursework for NIU's CSCI480J - Applied Machine Learning course, Spring 2020 Semseter

ecoder

ECON-T autoencoder model

fastmachinelearning_branding

Logos & Branding related to the Fast Machine Learning Lab - https://fastmachinelearning.org/

gh-org-invite-csv

Invite a list of user handles/emails from a csv file to a Github org

hawq

Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.

hls4ml-tutorial

Tutorial notebooks for hls4ml

hls4ml-ulpmark-ml-testharness

hls4ml Compatible TinyMLPerf v0.1 & ULPMark-ML Test Harness code, targeted at the Pynq-Z1/2 & Arty A7-100T

loss_landscape_taxonomy

Modified & extended study to include different models, metrics, and runtime optimizations, Original code from "Taxonomizing local versus global structure in neural network loss landscapes" https://arxiv.org/abs/2107.11228

marlin

Optimized firmware for RepRap 3D printers based on the Arduino platform.

npyviewer

A simple GUI tool that provides multiple ways to view .npy files containing 2D NumPy Arrays.

nusonic

pokedex_scraper

Scrape all pokemon TCG images into a dataset - Modified for Card Classification demo

pynq-board-files

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

qonnx_model_zoo

Model Zoo for Quantized ONNX

rn0x_pokemon

Tiny, Quantized Neural Network, orignially based on ResNet8, trained to recognize pokemon

swot

Identify email addresses or domains names that belong to colleges or universities. Help automate the process of approving or rejecting academic discounts.

tuic

TUIC open source project

vivado-docker

Vivado on Docker

wa-hls4ml-search

Scripts to run large scale hls4ml conversion and synthesis jobs on k8s to generate training data for a hls4ml surrogate model, wa-hls4ml

wavegan

WaveGAN: Learn to synthesize raw audio with generative adversarial networks