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Chris Thompson's Projects

banana_nav icon banana_nav

deep Q-network solution to the unity banana navigation problem

coya icon coya

A repository for database curation and player analysis for Actonians AFC

detr icon detr

End-to-End Object Detection with Transformers

kaggle_ff3 icon kaggle_ff3

Solution to the Kaggle `Nature Conservancy Fisheries Monitoring` Competition

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mmkc_1617 icon mmkc_1617

Repo for Prediction of NCAA Tournament matches in the March Madness Kaggle Competition (2016-2017)

models icon models

Models and examples built with TensorFlow

prostate_metastasis icon prostate_metastasis

The purpose of this project is to engineer a model that can predict prostate cancer metastasis from prostate biopsy RNA-seq data.

prostatemetastasis icon prostatemetastasis

Data Science project using The Cancer Genome Atlas (TCGA) repository for Prostate Cancer Metastasis Prediction using RNA-seq and other clinical information.

reacher icon reacher

Implement Deep Deterministic Policy Gradient model to provide continuous control of a set of 2-link robot arms in the Unity ML "Reacher" task.

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

smartcab icon smartcab

Udacity Machine Learning Nanodegree Project - Reinforcement Learning to train a smart cab

tennis icon tennis

Implement a multi-agent DDPG network solution (MADDPG) to control two collaborative agents attempting to keep a ball in play (Unity ML Tennis Challenge).

tncfm icon tncfm

Unused solution for the Kaggle Nature Conservancy Fisheries Competition

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