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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 Supported
Mac Not Supported
Linux Supported
Cloud Not Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

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 Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

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 Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

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
Braiins OS+

Braiins OS+

Braains

Categories

Categories

Data Analysis Supported

Integrations

3LC Not Supported
ApertureDB Not Supported
Avanzai Not Supported
Cleanlab Not Supported
DagsHub Not Supported
Dagster Not Supported
Dash Not Supported
Flower Not Supported
GLM-5.1 Not Supported
GLM-5.2 Not Supported
Giskard Not Supported
Kedro Not Supported
OrcaSheets Not Supported
RunCode Not Supported
Sliq Not Supported
Spyder Not Supported
Train in Data Not Supported
Union Pandera Not Supported
VMware Cloud Supported

Integrations

3LC Supported
ApertureDB Supported
Avanzai Supported
Cleanlab Supported
DagsHub Supported
Dagster Supported
Dash Supported
Flower Supported
GLM-5.1 Supported
GLM-5.2 Supported
Giskard Supported
Kedro Supported
OrcaSheets Supported
RunCode Supported
Sliq Supported
Spyder Supported
Train in Data Supported
Union Pandera Supported
VMware Cloud Not Supported
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