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David's Projects

blog icon blog

A blog about data science and other things

covid19 icon covid19

Plots of Excess Deaths in the UK using ONS Weekly Deaths data during the coronavirus pandemic.

fastsparse icon fastsparse

Fastai+PyTorch implementation of sparse model training methods (SET, SNFS, RigL) + customize-your-own.

fern_or_tree icon fern_or_tree

Demo API for image classification. Is this picture more like a fern or a tree?

pi-pm-monitor icon pi-pm-monitor

Air quality monitor | PM2.5 and PM10 | SDS011 particle sensor | Raspberry Pi

playground icon playground

Play with neural networks! Updates: Sine & Mish activations, on-the-fly hyperparameter adjustments, MNIST-"3" dataset.

robotics-nd-p1 icon robotics-nd-p1

Project repository for the Unity rover search and sample return project.

robotics-nd-p2 icon robotics-nd-p2

Udacity Robotics Nanodegree - project #2 - Pick and Place (Kinematics)

rotki icon rotki

A portfolio tracking, analytics, accounting and tax reporting application that protects your privacy

sdc-nd-p1 icon sdc-nd-p1

Udacity Self-Driving Car Nanodegree - project #1 - Lane Line Identification

sdc-nd-p2 icon sdc-nd-p2

Udacity Self-Driving Car Nanodegree - project #2 - Traffic Sign Classifier

sdc-nd-p3 icon sdc-nd-p3

Udacity Self-Driving Car Nanodegree - project #3 - Behavioral Cloning

sdc-nd-p4 icon sdc-nd-p4

Udacity Self-Driving Car Nanodegree - project #4 - Advanced Lane Finding

sdc-nd-p5 icon sdc-nd-p5

Udacity Self-Driving Car Nanodegree - project #5 - Vehicle Detection

sdc-nd-p6 icon sdc-nd-p6

Udacity Self-Driving Car Nanodegree - project #6 - Extended Kalman Filter

sdc-nd-p7 icon sdc-nd-p7

Udacity Self-Driving Car Nanodegree - project #7 - Unscented Kalman Filter

smartnode icon smartnode

The CLI package for Rocket Pool smart nodes.

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