Pinned Repositories
ATARI-DQN
Beating ATARI games with Deep Q Learning.
CNN-CIFAR10
A convolutional nerual network trained from scratch (yes, even backprop) on the CIFAR 10 image dataset
DDPG-MUJOCO
Solving MuJoCo environments with Deep Deterministic Policy Gradients
lstm-mlflow-deploy
An MLflow deployment of my character-level LSTM
mountain-car-SARSA-AC
Using SARSA with linear function approximation to solve the Mountain Car problem.
pop
Draw on your photos in iMessage
reID-benchmark
A general framework for benchmarking re-identification models.
Teller
A chatbot assistant for your personal finances
vgg-cifar100
A Tensorflow implementation of VGG-16 trained on CIFAR-100
SamKirkiles's Repositories
SamKirkiles/DDPG-MUJOCO
Solving MuJoCo environments with Deep Deterministic Policy Gradients
SamKirkiles/vgg-cifar100
A Tensorflow implementation of VGG-16 trained on CIFAR-100
SamKirkiles/ATARI-DQN
Beating ATARI games with Deep Q Learning.
SamKirkiles/CNN-CIFAR10
A convolutional nerual network trained from scratch (yes, even backprop) on the CIFAR 10 image dataset
SamKirkiles/mountain-car-SARSA-AC
Using SARSA with linear function approximation to solve the Mountain Car problem.
SamKirkiles/reID-benchmark
A general framework for benchmarking re-identification models.
SamKirkiles/machine-learning-demos
A bunch of demo machine learning algorithms from Andrew Ng Stanford Machine Learning
SamKirkiles/pop
Draw on your photos in iMessage
SamKirkiles/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
SamKirkiles/lstm-mlflow-deploy
An MLflow deployment of my character-level LSTM
SamKirkiles/Teller
A chatbot assistant for your personal finances
SamKirkiles/Algos-and-Data-Structutres
SamKirkiles/Algos-DS
Some of my implementations of algorithms and data structures
SamKirkiles/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
SamKirkiles/Best-README-Template
An awesome README template to jumpstart your projects!
SamKirkiles/COMP-527-Docker-Image
SamKirkiles/deep-learning-demos
A collection of deep learning demos.
SamKirkiles/DesignBook
Companion repository for the book "Introduction to Software Design with Java"
SamKirkiles/Determinantal-Point-Process-Sampling
Sampling algorithms for Determinantal Point Processes
SamKirkiles/personal-website
SamKirkiles/samkirkiles.github.io
SamKirkiles/Unreal-Game