Pinned Repositories
awesome-machine-learning-1
:book: List of some awesome university courses for Machine Learning! Feel free to contribute!
bdlood
Benchmarking Bayesian Deep Learning for Out-of-Distribution Detection
CambridgeMaths
lecture notes of a Cambridge mathmo
collections
Collection of random useful links over the internet
ImageRetrieval
Content Based Image Retrieval Techniques (e.g. knn, svm using MatLab GUI)
matrix-cookbook
ML-Resources
Machine Learning Resources
notes-1
RAIOOD
On the Importance of Regularisation and Auxiliary Information in OOD Detection
wateramarking
Robust and secure watermarking scheme based on singular values replacement (SVD & DWT)
kirk86's Repositories
kirk86/CambridgeMaths
lecture notes of a Cambridge mathmo
kirk86/hms
Small Hospital Managements System
kirk86/DeepLearningTutorials
Deep Learning Tutorial notes and code. See the wiki for more info.
kirk86/DeepLearnToolbox
Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.
kirk86/free-programming-books
Free programming books
kirk86/kaggle-blackbox
Deep learning made easy
kirk86/pmtk3
Probabilistic Modeling Toolkit for Matlab/Octave.
kirk86/pose-aligned-deep-networks
Pose Aligned Networks for Deep Attribute Modeling matlab code used for the publication here: http://arxiv.org/abs/1311.5591
kirk86/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
kirk86/adversarial
Code and hyperparameters for the paper "Generative Adversarial Networks"
kirk86/ccw_tutorial_theano
Common Code Workflow tutorial on Theano
kirk86/cython
A Python to C compiler
kirk86/DeepLearning-1
Deep Learning (Python, C/C++, Java)
kirk86/deepnet
Implementation of some deep learning algorithms.
kirk86/forgetting
Repository of code for the experiments for the ICLR submission "An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Networks"
kirk86/IntensityCreditModels
Code used to implement various stochastic intensity models for univariate and multivariate credit risk models.
kirk86/ipython
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
kirk86/kaggle-whales
code for the Whale Detection Challenge competition on Kaggle
kirk86/Meetup-Fall-2013
Slides, code, and other information relating to the Fall 2013 Meetups
kirk86/morb
Modular Restricted Boltzmann Machine (RBM) implementation using Theano
kirk86/ods
Mission: To provide a high-quality open content data structures textbook that is both mathematically rigorous and provides complete implementations.
kirk86/phd-thesis
Repository of my thesis "Understanding Random Forests"
kirk86/Projects
Trying to complete over 100 projects in various categories in Python. Fork to learn any new language.
kirk86/rNotebook
A browser based R Notebook
kirk86/sublime-helper
sublime-helper is a shell script collection to setup Sublime Text configuration files and command line aliases based on predefined templates.
kirk86/SydneyUniversityMathematicsNotes
Contains lecture notes for several Sydney University advanced mathematics courses. Contributions welcomed!
kirk86/theano-hf
General purpose Hessian-free optimization in Theano
kirk86/theano-tutorial
A brief tutorial on basic Theano concepts, including a toy multi-layer perceptron example
kirk86/ufldl_tutorial
Stanford Unsupervised Feature Learning and Deep Learning Tutorial
kirk86/Word2VecExample
An example application using Word2Vec. Given a list of words, it finds the one which isn't 'like' the others - a typical language understanding evaluation task.