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About

Program autotuning has been demonstrated in many domains to achieve better or more portable performance. However, autotuners themselves are often not very portable between projects because using a domain-informed search space representation is critical to achieving good results and because no single search technique performs best for all problems. OpenTuner is a new framework for building domain-specific multi-objective program autotuners. OpenTuner supports fully customizable configuration representations, an extensible technique representation to allow for domain-specific techniques, and an easy-to-use interface for communicating with the tuned program. A key capability inside OpenTuner is the use of ensembles of disparate search techniques simultaneously, techniques that perform well will receive larger testing budgets, and techniques which perform poorly will be disabled.

About

pandas is a fast, powerful, flexible and easy to use open source data analysis and manipulation tool, built on top of the Python programming language. Tools for reading and writing data between in-memory data structures and different formats: CSV and text files, Microsoft Excel, SQL databases, and the fast HDF5 format. Intelligent data alignment and integrated handling of missing data: gain automatic label-based alignment in computations and easily manipulate messy data into an orderly form.Aggregating or transforming data with a powerful group by engine allowing split-apply-combine operations on data sets. Time series-functionality: date range generation and frequency conversion, moving window statistics, date shifting and lagging. Even create domain-specific time offsets and join time series without losing data.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Companies in need of a framework for building domain-specific multi-objective program autotuners

Audience

Individuals searching for a data analysis solution

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

OpenTuner
opentuner.org

Company Information

pandas
Founded: 2008
pandas.pydata.org

Alternatives

Auto-Tune

Auto-Tune

Antares

Alternatives

ML.NET

ML.NET

Microsoft
ENCY Tuner

ENCY Tuner

ENCY Software
Resource Tuner Console

Resource Tuner Console

Heaventools Software

Categories

Categories

Integrations

3LC
Amazon SageMaker Data Wrangler
Avanzai
Codédex
Coiled
DagsHub
Dagster
Dash
Flower
Flyte
GLM-5.1
Kedro
MLJAR Studio
RunCode
TeamStation
ThinkData Works
Train in Data
Union Pandera
Yandex Data Proc

Integrations

3LC
Amazon SageMaker Data Wrangler
Avanzai
Codédex
Coiled
DagsHub
Dagster
Dash
Flower
Flyte
GLM-5.1
Kedro
MLJAR Studio
RunCode
TeamStation
ThinkData Works
Train in Data
Union Pandera
Yandex Data Proc
Claim OpenTuner and update features and information
Claim OpenTuner and update features and information
Claim pandas and update features and information
Claim pandas and update features and information