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ClearML

www.clear.ml

ClearML is simple enough to jump start a ML/DL project, and advanced enough for use by large DS teams at Fortune 500’s. Use as a complete solution for ML-Ops, or integrate single components into your existing ML software stack. Based on Open Source, ClearML includes:
• Experiment: A complete experiment management toolset. Keep track of parameters, jobs, artifacts, metrics, debug data, metadata, and log it all using one interface. (Compare: MLFlow)
• Orchestrate: The easiest way to manage scheduling and orchestration for GPU / CPU resources. On prem. cloud or hybrid. (Compare: Kubeflow)
• Data Management: Data analysis versioning & lineage for full reproducibility. Build & automate pipelines for R&D and production. Rebalance, debias, and mix & match datasets for fine grain control of your data. (Compare: DVC)
• Advanced set-ups cover CI/CD/CT and Federated Learning. The functional design supports Zero-Data-Move.
Over 1,000 organizations around the globe use ClearML.

Recent Content by Company

Audio Classification with PyTorch’s Ecosystem Tools

This blog post was originally published at ClearML’s website. It is reprinted here with the permission of ClearML. Audio classification with torchaudio and ClearML Audio signals are all around us. As such, there is an increasing interest in audio classification for various scenarios, from fire alarm detection for hearing impaired people, through engine sound analysis …

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ClearML Community Roadmap

This blog post was originally published at ClearML’s website. It is reprinted here with the permission of ClearML. “I MAY NOT HAVE GONE WHERE I INTENDED TO GO, BUT I THINK I HAVE ENDED UP WHERE I INTENDED TO BE.” – DOUGLAS ADAMS ClearML – The Road Ahead Few things in life are certain, least …

ClearML Community Roadmap Read More +

The Train Has Left the Station for the Last Time

This blog post was originally published at ClearML’s website. It is reprinted here with the permission of ClearML. About ClearML, Allegro Trains, and what’s ahead for the MLOps space in 2021 We have three big announcements to our community today, and I wanted to talk to you about them: One, Allegro Trains is changing its …

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Welcoming New Animals to the Zoo — Model Evaluation

This blog post was originally published at ClearML’s website in partnership with Forsight.ai. It is reprinted here with the permission of ClearML and Forsight.ai. Tensorflow Object Detection API (TF OD API) just got even better. Recently, Google released the new version of TF OD API which now supports Tensorflow 2.x. This is a huge improvement …

Welcoming New Animals to the Zoo — Model Evaluation Read More +

Good Testing Data is All You Need

This blog post was originally published at ClearML’s website in partnership with Neural Guard. It is reprinted here with the permission of ClearML and Neural Guard. A Methodology for Optimizing Dataset ROI & Maximizing TTM in Applied AI Building machine learning (ML) and deep learning (DL) models obviously require plenty of data as a training-set …

Good Testing Data is All You Need Read More +

Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.

Contact

Address

1646 North California Blvd.,
Suite 360
Walnut Creek, CA 94596 USA

Phone
Phone: +1 (925) 954-1411
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