Pinned Repositories
accuracy_fairness_metric
Model selection criterion to obtain machine learning models with both high fairness and high accuracy
active_inference_tool_innovation
Minimal model of tool discovery and tool innovation using active inference
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.
ee_swarm
Embodied evolutionary (EE) algorithm for open-ended continuous adaptation of swarm robotics.
event_camera_noise_injection
Augmentation of event-based machine learning dataset for image segmentation using noise injection
GPC
Biologically plausible learning in visco-elastic materials: energy-based model (EBM) approach to learning based on prospective configuration.
image_processing
Automatic detection of colour array from image
lens-calibration
Calibration of Dynamic Vision Sensor (event camera) by correcting for lens distortion using OpenCV
poppycollis.github.io
Personal websites
PoppyCollis's Repositories
PoppyCollis/event_camera_noise_injection
Augmentation of event-based machine learning dataset for image segmentation using noise injection
PoppyCollis/GPC
Biologically plausible learning in visco-elastic materials: energy-based model (EBM) approach to learning based on prospective configuration.
PoppyCollis/image_processing
Automatic detection of colour array from image
PoppyCollis/lens-calibration
Calibration of Dynamic Vision Sensor (event camera) by correcting for lens distortion using OpenCV
PoppyCollis/accuracy_fairness_metric
Model selection criterion to obtain machine learning models with both high fairness and high accuracy
PoppyCollis/active_inference_tool_innovation
Minimal model of tool discovery and tool innovation using active inference
PoppyCollis/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.
PoppyCollis/ee_swarm
Embodied evolutionary (EE) algorithm for open-ended continuous adaptation of swarm robotics.
PoppyCollis/evo_rbns
Design of random boolean networks using genetic algorithms.
PoppyCollis/nlp_snippets
Collection of useful natural language processing code snippets
PoppyCollis/nupic.torch
Numenta Platform for Intelligent Computing PyTorch libraries
PoppyCollis/poppycollis.github.io
Personal websites
PoppyCollis/PredictiveCodingBackprop
Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"
PoppyCollis/pymdp
A Python implementation of active inference for Markov Decision Processes
PoppyCollis/rpg_e2vid
Code for the paper "High Speed and High Dynamic Range Video with an Event Camera" (T-PAMI, 2019).