alexhock's repositories

object-detection-metrics

Python code for analysing object detection metrics

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galaxymorphology

An automatic taxonomy of galaxy morphology using unsupervised machine learning

CA

Cellular Automaton - Image Segmentation

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Clairvoyant

Software designed to identify and monitor social/historical cues for short term stock movement

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deep-reinforcement-learning-gym

Deep reinforcement learning model implementation in Tensorflow + OpenAI gym

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deeplearning4j

Deep Learning for Java, Scala & Clojure on Hadoop, Spark & GPUs

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GalaxyServices

REST based service using Spring Boot to provision galaxy data

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InfoGAN

Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

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predicting-customer-churn

A general-purpose framework for solving problems with machine learning applied to predicting customer churn

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relational-networks

Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)

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siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

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sofia-ml

Automatically exported from code.google.com/p/sofia-ml

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tf-vqvae

Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).

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topcluster

Unsupervised toplogical clustering - without pre-specifying K

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VaDE

Python code for paper - Variational Deep Embedding : A Generative Approach to Clustering

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