jonathan-pearce Goto Github PK

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Name: Jonathan Pearce

Type: User

Company: McGill University

Location: Montreal, QC

Jonathan Pearce's Projects

brain-inspired-ai

Code and reports from two projects; Boltzmann machine trained on the MNIST data and temporal difference learning model for navigating Morris water-maze task

calibration_library

Pytorch library for model calibration metrics and visualizations as well as recalibration methods. In progress!

cnn_sentence_classification

Convolutional neural networks for sentence sentiment classification and comparison with traditional NLP models

ddpg_per

Implementation of Deep Deterministic Policy Gradient (DDPG) with Prioritized Experience Replay (PER)

icml-2022-dfuq-workshop

ICML 2022 Workshop on Distribution-Free Uncertainty Quantification

jonathan-pearce.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

probabilistic_blast

Local Sequence Alignment Tool for Probabilistic DNA databases

proctor_analysis

Reproducing and extending results from PrOCTOR paper (Predicting Odds of Clinical Trial Outcomes using Random forest) via gradient boosting methods

transfer_learning_rl

Transfer learning in deep reinforcement learning for continuous control. Implemented DDPG and TD3 algorithms and evaluated ability to adapt to changes in environment dynamics and new environments

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