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Kyle Kastner's Projects

minirank icon minirank

Ranking and ordinal regression algorithms in Python

minos icon minos

MINOS: Multimodal Indoor Simulator

misc icon misc

Miscellaneous code for various purposes

mixup_pytorch icon mixup_pytorch

A PyTorch implementation of the paper Mixup: Beyond Empirical Risk Minimization in PyTorch

ml-class icon ml-class

Programming exercises for 2011 ml-class.org (and the one exercise for ai-class.org)

mmn icon mmn

Learning Finite State Representations of Recurrent Policy Networks

mocogan icon mocogan

MoCoGAN: Decomposing Motion and Content for Video Generation

moe icon moe

A global, black box optimization engine for real world metric optimization.

morpho-mnist icon morpho-mnist

Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning (https://arxiv.org/abs/1809.10780)

morphsnakes icon morphsnakes

Morphological snakes for image segmentation and tracking

motion_imitation icon motion_imitation

Code accompanying the paper "Learning Agile Robotic Locomotion Skills by Imitating Animals"

mp-dqn icon mp-dqn

Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"

msaf icon msaf

Music Structure Analysis Framework

mss_pytorch icon mss_pytorch

Singing Voice Separation via Recurrent Inference and Skip-Filtering Connections - PyTorch Implementation. Demo:

mtw icon mtw

Wasserstein regularization for sparse multi-task regression

munit-tensorflow icon munit-tensorflow

Simple Tensorflow implementation of "Multimodal Unsupervised Image-to-Image Translation"

music-gpt-2 icon music-gpt-2

Music GPT-2 Implementation with Relative Positional Embedding

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