Beast code in Giters

Brendhan Givens's starred repositories

CycleGAN-tensorflow

Tensorflow implementation for learning an image-to-image translation without input-output pairs. https://arxiv.org/pdf/1703.10593.pdf

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keras-tuner

A Hyperparameter Tuning Library for Keras

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poblano_toolbox

Nonlinear optimization for MATLAB.

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bcnn

3D Bayesian Convolutional Neural Network (BCNN) for Credible Geometric Uncertainty. Code for the paper: https://arxiv.org/abs/1910.10793

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Analogue of the scale-invariant feature transform (SIFT) for three-dimensional images. Includes an image processing and linear algebra library with feature matching and RANSAC regression. Also includes IO functions supporting a variety of image formats.

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autonn

A fast and expressive Matlab/MatConvNet deep learning API, with native automatic differentiation

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vlfeat

An open library of computer vision algorithms

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matconvnet

MatConvNet: CNNs for MATLAB

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fbpca

Fast Randomized PCA/SVD

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bad-data-guide

An exhaustive reference to problems seen in real-world data along with suggestions on how to resolve them.

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machine_learning_basics

Plain python implementations of basic machine learning algorithms

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taskbook

Tasks, boards & notes for the command-line habitat

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IRtools

MATLAB package of iterative regularization methods and large-scale test problems. This software is described in the paper "IR Tools: A MATLAB Package of Iterative Regularization Methods and Large-Scale Test Problems" that will be published in Numerical Algorithms, 2018.

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tminka.github.io

Tom Minka's homepage

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TensorFlow-Tutorials

Simple tutorials using Google's TensorFlow Framework

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BA_Matlab

Bundle Adjustment for Matlab

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caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

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FEAST

A FEAture Selection Toolbox for C/C+, Java, and Matlab/Octave.

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MIToolbox

Mutual Information functions for C and MATLAB

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courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

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density_estimation

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theano-rnn

Demonstration of recurrent neural network implemented with Theano

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Theano

Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor

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DeepLearningTutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

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imCRBM

Matlab implementation of Implicit mixtures of Conditional Restricted Boltzmann Machines.

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Optimal-LSH

This package provides an efficient implementation of locality-sensitve hashing (LSH)

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