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aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

aotone

Generate and play tones using audioplayer in MATLAB

audiodag

A lazy-DAG component approach to signal generation. Designed for psychophysics stimuli.

beamng-envs

BeamNG simulation environments

beamngpy

Python API for BeamNG.tech

covid-19-stats

driftdiffusion

Drift Diffusion class for Matlab

eyepickler

Offline eye tracking/analysis using PupilLabs Eyetracker for use with various psychophysics tasks

garethjns

geometrynodesbytutorials

Repository for the book: Blender 3.3 Geometry Nodes by Tutorials

incrementaltrees

Adds partial fit method to sklearn's forest estimators to allow incremental training without being limited to a linear model. Works with Dask-ml's Incremental.

k8055d-usb

Support for multiple Velleman K8055D USB Boards in Matlab

kaggle-bnppc

Entry in BNP Paribas Cardif competition on Kaggle

kaggle-dsb-2017

Code for Kaggle Data Science Bowl 2017

kaggle-eeg

Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.

kaggle-football

kaggle-integersequencelearning

R scripts for Kaggle's integer sequence learning

kaggle-redhat

Early entry for Kaggle compeition (https://www.kaggle.com/c/predicting-red-hat-business-value) and script/notebook for basic exporation of the two datasets

kaggle-santander

Santander Kaggle competition scripts

kaggle-sea-lions-solution

NOAA Fisheries Steller Sea Lion Population Count

kaggle-titanic

Trying out things on Kaggle's Titanic dataset

macest

Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores

machine_learning_examples

A collection of machine learning examples and tutorials.

manualml

Simple implementations of common ML methods without using toolboxes

markovchains

Simple Markov Chain

matlabaltfunctions

Some random alternative functions to MATLAB functions available only in specific toolboxes.

matlabgraphicsfunctions

Functions to reduce common make-figure-look-nicer commands to as few keystrokes as possible (requires MATLAB 2014b or newer)

ml-benchmarks

msimodels

Exploring multi-sensory integration and decision making in biologically inspired deep neural networks.

neuralanalysis

Behavioural and neural analysis for Temporal (and later Spatial) tasks