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David Eriksson's Projects

ax icon ax

Adaptive Experimentation Platform

bayesmark icon bayesmark

Benchmark framework to easily compare Bayesian optimization methods on real machine learning tasks

casmopolitan icon casmopolitan

[ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces

gpytorch icon gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

ludwig icon ludwig

Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.

marp icon marp

Markdown presentation writer, powered by Electron.

poap icon poap

Plumbing for Optimization with Asynchronous Parallelism

pyro icon pyro

Deep universal probabilistic programming with Python and PyTorch

pysot icon pysot

Surrogate Optimization Toolbox for Python

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

sot icon sot

C++11 implementation of surrogate based optimization algorithms

trieste icon trieste

A Bayesian optimization toolbox built on TensorFlow

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