William La Cava's repositories
reflexible
Package for plotting and analysis of geophysical model data
xauc
xauc https://arxiv.org/abs/1902.05826
gecco_2019
Code to reproduce the paper "Semantic variation operators for multidimensional genetic programming"
longitudinal
simulating longitudinal data
SMAC3
Sequential Model-based Algorithm Configuration
auto-sklearn
Automated Machine Learning with scikit-learn
GerryFair
library for fair auditing and learning of classifiers with respect to rich subgroup fairness.
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs
sklearn-benchmarks
A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.
emo-lex
a many objective optimization algorithm based on lexicase selection using the PISA framework.
pyshgp
Push Genetic Programming in Python.
shogun
The Shogun Machine Learning Toolbox (Source Code)
penn-ml-benchmarks
A large, curated repository of benchmarks for evaluating supervised machine learning algorithms.
few-config-compare
code and data for evaluation of FEW configurations
CPushPush
The Push programming language and the PushGP genetic programming system implemented in C++
devol
Automated deep neural network design via genetic programming
lexicase_probability_analysis
analysis of lexicase probabilities
LocallyWeightedFusion
Locally weighted ensemble of multiple estimators.
DistanceClassifier
a simple distance-based classifier.
eigen-cuda
MWE for using the Eigen library in CUDA kernels
ICD-Mapping
Parse ICD9 and ICD10 to a relational database, set up a form to search and convert.
nsga2-cpp
NSGA-II Implementation in C++