Say hello to Alto, a little teachable object! Alto is designed to demonstrate the most basic aspects of machine learning (ML) by building a machine you can teach yourself. Alto uses the Coral USB Accelerator and Raspberry Pi to he
Asteroid is a Pytorch-based audio source separation toolkit that enables fast experimentation on common datasets. It comes with a source code that supports a large range of datasets and architectures, and a set of recipes to repro
The GreenGuard project is a collection of end-to-end solutions for machine learning problems commonly found in monitoring wind energy production systems. Most tasks utilize sensor data emanating from monitoring systems. We utilize
This repository contains PyTorch evaluation code, training code and pretrained models for PVT (Pyramid Vision Transformer). Like ResNet, PVT is a pure transformer backbone that can be easily plugged in most downstream task models.
This repository contains the paired word-tag data required to train a word-to-label sequence tagger (as described in our paper). In addition, the generated images from the proposed TReCS model are also provided for the LN-COCO and
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises incl
TIGER is a Python toolbox to conduct graph vulnerability and robustness research. TIGER contains numerous state-of-the-art methods to help users conduct graph vulnerability and robustness analysis on graph structured data.
A Flax (Linen) implementation of ResNet (He, Kaiming, et al. 2015), ResNet-D (He, Tong et al. 2020), and ResNest (Zhang, Hang et al. 2020). The code is modular so you can mix and match the various stem, residual, and bottleneck im
Metatheory.jl is a general purpose metaprogramming and algebraic computation library for the Julia programming language, designed to take advantage of the powerful reflection capabilities to bridge the gap between symbolic mathema