PoppyCollis

Poppy Collis's repositories

event_camera_noise_injection

Augmentation of event-based machine learning dataset for image segmentation using noise injection

Language:Python2 20

image_processing

Automatic detection of colour array from image

Language:MATLAB1 10

lens-calibration

Calibration of Dynamic Vision Sensor (event camera) by correcting for lens distortion using OpenCV

Language:Python100

accuracy_fairness_metric

Model selection criterion to obtain machine learning models with both high fairness and high accuracy

Language:Jupyter Notebook000

adventure_world_game

Adventure game written in Python in order to practice good OOP principles as well as debugging, unit testing and implementing a customised graphical user interface using Tkinter.

Language:Python000

ee_swarm

Embodied evolutionary (EE) algorithm for open-ended continuous adaptation of swarm robotics.

Language:Python000

evo_rbns

Design of random boolean networks using genetic algorithms.

Language:Python000

GPC

Biologically plausible learning in visco-elastic materials: energy-based model (EBM) approach to learning based on prospective configuration.

Language:Jupyter Notebook000

METATOOL_UoS

Minimal model of tool discovery and tool innovation using active inference

Language:Jupyter Notebook000

nlp_snippets

Collection of useful natural language processing code snippets

Language:Jupyter Notebook000

nupic.torch

Numenta Platform for Intelligent Computing PyTorch libraries

Language:PythonAGPL-3.0000

poppycollis.github.io

Personal websites

Language:JavaScriptMIT000

PredictiveCodingBackprop

Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"

000

pymdp

A Python implementation of active inference for Markov Decision Processes

Language:PythonMIT001

rpg_e2vid

Code for the paper "High Speed and High Dynamic Range Video with an Event Camera" (T-PAMI, 2019).

GPL-3.0000