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Daniel Petti's Projects

kedro icon kedro

A Python library that implements software engineering best-practice for data and ML pipelines.

mallard icon mallard

Store image objects to MinIO object storage and metadata to MySQL database. Easily store and retrieve using metadata.

neato-software icon neato-software

A little experiment of mine with a neato XV-11 and a SBC to control it via the neato serial API.

neural_net icon neural_net

Rudimentary, (and not necessarily bug-free), artificial neural network implementation in C++. Currently supports multilayered-feedforward networks with arbitrary layer sizes and connectedness, as well as stochastic gradient descent and genetic-algorithm-based unsupervised learning. There is not any documentation currently, really, look at the large comment blocks in the .h files if you want to learn what things do.

nmea_navsat_driver icon nmea_navsat_driver

ROS package containing drivers for NMEA devices that can output satellite navigation data (e.g. GPS or GLONASS).

owslib icon owslib

OWSLib is a Python package for client programming with Open Geospatial Consortium (OGC) web service (hence OWS) interface standards, and their related content models.

pose-hourglass icon pose-hourglass

Docker container + utils for implementing this: https://github.com/anewell/pose-hg-demo

py-faster-rcnn icon py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pyunits icon pyunits

Unit-aware Python with dimensional analysis support.

recurrentshop icon recurrentshop

Framework for building complex recurrent neural networks with Keras

rhodopsin icon rhodopsin

A tiny management framework for deep learning experiments.

rpinets icon rpinets

Infrastructure for creating and managing deep learning experiments.

spektral icon spektral

Graph Neural Networks with Keras and Tensorflow 2.

stoplight icon stoplight

Ultra-simple job scheduling system intended for deep learning.

tachyon icon tachyon

Fast, minimal Linux IPC library, providing lock-free IPC primitives.

theano icon theano

Simple Docker container with CUDA and Theano.

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