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aifh

Artificial Intelligence for Humans

algorithmssedgewick

Code from the book "Algorithms" (4th ed.) by Robert Sedgewick and Kevin Wayne (original, and my solutions to exercises).

ampgo

Fork/mirror of AMPGO code

awesome-h2o

A curated list of research, applications and projects built using H2O Machine Learning

classification-pipeline

deep-learning

deeplearning4j

Deep Learning for Java, Scala & Clojure on Hadoop & Spark With GPUs - From Skymind

dl4j-examples

Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)

h2o

h2o-2

h2o = fast statistical, machine learning & math runtime for bigdata

h2o-3

Open Source Fast Scalable Machine Learning Platform For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), ...)

h2o-automl-example

Project containing H2O AutoML Example

h2o-droplets

Templates for projects based on top of H2O.

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

h2o_tutorials

Slides and code examples for H2O tutorials at various events

hands-on-machine-learning-with-r

Hands-on Machine Learning with R: An applied book covering the fundamentals of machine learning with R.

jupyter_contrib_nbextensions

A collection of various notebook extensions for Jupyter

keras

Deep Learning for humans

moea-automatic-termination

Implementation of the MOEA Entropy based automatic termination algorithm (Saxena et al. 2016)

moeaframework

A Free and Open Source Java Framework for Multiobjective Optimization

neural-interaction-detection

Detecting Statistical Interactions from Neural Network Weights

optimization

A lib with global optimization algorithms for a university master cource

pca-autoencoder-relationship

Understand the relationship between PCA and autoencoder

phd-thesis

Repository of my thesis "Understanding Random Forests"

pyautoweka

AutoWeka for python

ranger

A Fast Implementation of Random Forests

resources

PyMC3 educational resources

salib

Sensitivity Analysis Library in Python (Numpy). Contains Sobol, Morris, Fractional Factorial and FAST methods.

satellite-image-deep-learning

Resources for performing deep learning on satellite imagery

sensitivity

:exclamation: This is a read-only mirror of the CRAN R package repository. sensitivity — Global Sensitivity Analysis of Model Outputs