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agentbased-modeling

A dedicated space for tracking experiments related to resource regeneration in agent-based models.

attention-based-skin-cancer-classification

credit-score-app

decision_3s

dermalgofairness

dermdatafairness

Home to the codebase for our deep dive into racial representation within the HAM10000 dermoscopy dataset, supporting the findings published in the JEADV article.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fixcaps

FixCaps: An Improved Capsules Network for Diagnosis of Skin Cancer，DOI: 10.1109/ACCESS.2022.3181225

keras

Deep Learning for humans

lstm_anomaly_thesis

Anomaly detection for temporal data using LSTMs

mdn-rnn

Time series forcasting using MDN, RNN and MDN-RNN.

oil-spill-effect-on-lobster-growth

Oil-Spill-Effect-on-Lobster-Growth" hosts models simulating oil spill impacts on lobster growth. It includes R scripts for analysis and a NetLogo simulation for a 10-year population study.

open-up

Dynamic explanation of Open Up

open-up-demo-

Demo for Open Up

pytorch-ntm

Neural Turing Machines (NTM) - PyTorch Implementation

shap-xai