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Kyle Kastner's Projects

controllable-ncas icon controllable-ncas

Code for "Goal-Guided Neural Cellular Automata: Learning to Control Self-Organising Systems"

convcrf icon convcrf

This repository contains the reference implementation for our proposed Convolutional CRFs.

conve icon conve

Convolutional 2D Knowledge Graph Embeddings resources

coursera_nlp_mc icon coursera_nlp_mc

Coursera Natural Language Processing by Michael Collins Columbia University

covertree icon covertree

Python implementation of cover trees, near-drop-in replacement for scipy.spatial.kdtree

covertree-1 icon covertree-1

Cover Tree implementation in C++ for k-Nearest Neighbours and range search

covertree-2 icon covertree-2

Python library of cover tree (http://hunch.net/~jl/projects/cover_tree/cover_tree.html) for fast nearest neighbor querying

cp_pfdr_graph_d1 icon cp_pfdr_graph_d1

Cut-pursuit with preconditioned forward-Douglas-Rachford for regularization of classical functionals by graph total variation

cpo icon cpo

Constrained Policy Optimization

craft icon craft

A simple Minecraft clone written in C using modern OpenGL (shaders).

crf icon crf

Simple implementation of Conditional Random Fields (CRF) in Python

crfasrnn icon crfasrnn

This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/

crfrnn_layer icon crfrnn_layer

A Lasagne layer (and supporting Theano Ops) for the CRF-as-RNN layer.

css10 icon css10

CSS10: A Collection of Single Speaker Speech Datasets for 10 Languages

dab icon dab

:sparkles: Data Augmentation by Backtranslation (DAB) :sparkles:

dagbldr icon dagbldr

A small helper library for building directed acyclic graphs, trainable by gradient descent, in Theano

dali icon dali

DALI: a large Dataset of synchronised Audio, LyrIcs and vocal notes.

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