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orion.algo.optuna

Wrapper for the TPE algorithm

orion.algo.robo

A wrapper around the RoBO Bayesian Optimization Framework plugin for orion

orion.algo.skopt

Wrapper for scikit-optimize bayesian optimization

orion.algo.zero_order_momentum

Oríon algo plugin for ZeroOrderMomentum optimizer

orion.examples

Examples for Oríon

orion.tutorial

protopt

Hyper-optimization prototype (Not meant to become more than that)

pylearn2

A Machine Learning library based on Theano

pypet

The new python parameter exploration toolbox. pypet manages exploration of the parameter space and data storage into HDF5 files for you.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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.

repro

repro-hub

Singularity hub for containers of `repro`

retrospectives

robo

RoBO: a Robust Bayesian Optimization framework

sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

sample-space

scikit-learn

scikit-learn: machine learning in Python

scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

sgd-space-hub

Singularity containers for sgd-space

smartdispatch

An easy to use job launcher for supercomputers with PBS compatible job manager.

spearmint

Spearmint Bayesian optimization codebase

test-integration

textclassifier

Text classifier for Hierarchical Attention Networks for Document Classification

theano

Optimizing GPU-meta-programming code generating array oriented optimizing math compiler in Python

toiledemots

tqdm

A fast, extensible progress bar for Python and CLI

track

Utilities to keep trails of experiments

visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

vision

Datasets, Transforms and Models specific to Computer Vision