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Michal Lisicki's Projects

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

bayesian-ntk icon bayesian-ntk

Code to accompany paper 'Bayesian Deep Ensembles via the Neural Tangent Kernel'

deep_contextual_bandits icon deep_contextual_bandits

This is a pratial fork of the repo posted by Carlos Riquelme https://github.com/rikel/models/tree/master/research/deep_contextual_bandits

discode icon discode

DisCODe - Distributed Component Oriented Data Processing

graph-convnet-tsp icon graph-convnet-tsp

Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (arXiv Pre-print)

hyperopt icon hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

mab_sandbox icon mab_sandbox

Exploring and exploiting multi-armed bandit strategies

models icon models

Models and examples built with TensorFlow

multi-armed-bandits icon multi-armed-bandits

In this notebook several classes of multi-armed bandits are implemented. This includes epsilon greedy, UCB, Linear UCB (Contextual bandits) and Kernel UCB. Some of the well cited papers in this context are also implemented.

muygpys icon muygpys

A fast, pure python implementation of the MuyGPs Gaussian process realization and training algorithm.

ntk-sketch-rf icon ntk-sketch-rf

Python implementation of Scaling Neural Tangent Kernels via Sketching and Random Features

project-pages icon project-pages

Fork this repo for a quick start. If "Project Timeline" or "License" appeared on your nav bar, Look Below!

pylearn2 icon pylearn2

A Machine Learning library based on Theano

ray icon ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

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