Douwe den Blanken's Projects
Machine learning approach to aerodynamic optimization
AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
PyTorch Dataset for Speech and Music audio
Automating PyTorch Lightning via simple yet expressive configurations
The open source version of the AWS Elastic Beanstalk Developer Guide. You can submit feedback and requests for changes by submitting issues in this repo or by making proposed changes and submitting a pull request.
Brevitas: quantization-aware training in PyTorch
Various utilities for the Brevitas (https://github.com/Xilinx/brevitas) framework for neural network quantization in PyTorch
Causal depthwise conv1d in CUDA, with a PyTorch interface
A CloudFormation custom provider for managing DKIM records in route53
Chisel 3: A Modern Hardware Design Language
C implementation of basic CNN modules
Linear algebra library for C++
Create React App Electron template based on ->
Collaborative book for CS249r: Tiny Machine Learning
Convert CSV files to IR images
A highly customizable dark theme for Google products (search, images, translate, and contacts)
Early stopping for neural network training
Simple Node.JS Express server which kills itself after inactivity. Can be bundled with the included Dockerfile.
A quick reimplementation of the two datasets ("digits" and "commands") proposed in the paper "An Investigation of Few-Shot Learning in Spoken Term Classification"
Simple functional programming constructs written in C.
VHDL 2008/93/87 simulator
Install Verilator for use in a Github Action workflow
A modern, high customizable, responsive Jekyll theme for documention with built-in search.
Advanced Computing Systems Lab 3 - Accelerating a deep learning algorithm
Linear Algebra package for Java
Reference performance of an LSTM in PyTorch for the sequential MNIST task
Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.
Enables you to join local multiplayer(LAN) Minecraft worlds while you are using the same Mojang account as the host.
Few-shot Keyword Spotting in Any Language and Multilingual Spoken Word Corpus