+
+

Related Products

  • Google Cloud BigQuery
    2,023 Ratings
    Visit Website
  • Teradata VantageCloud
    1,124 Ratings
    Visit Website
  • Qloo
    23 Ratings
    Visit Website
  • Gemini Enterprise Agent Platform
    999 Ratings
    Visit Website
  • Proton Pass
    31,996 Ratings
    Visit Website
  • PeerGFS
    27 Ratings
    Visit Website
  • Denodo
    387 Ratings
    Visit Website
  • SurveyJS
    63 Ratings
    Visit Website
  • SCIKIQ
    14 Ratings
    Visit Website
  • IPVanish
    111 Ratings
    Visit Website

About

Bitfount is a platform for distributed data science. We power deep data collaborations without data sharing. Distributed data science sends algorithms to data, instead of the other way around. Set up a federated privacy-preserving analytics and machine learning network in minutes, and let your team focus on insights and innovation instead of bureaucracy. Your data team has the skills to solve your biggest challenges and innovate, but they are held back by barriers to data access. Is complex data pipeline infrastructure messing with your plans? Are compliance processes taking too long? Bitfount has a better way to unleash your data experts. Connect siloed and multi-cloud datasets while preserving privacy and respecting commercial sensitivity. No expensive, time-consuming data lift-and-shift. Usage-based access controls to ensure teams only perform the analysis you want, on the data you want. Transfer management of access controls to the teams who control the data.

About

Flower is an open source federated learning framework designed to simplify the development and deployment of machine learning models across decentralized data sources. It enables training on data located on devices or servers without transferring the data itself, thereby enhancing privacy and reducing bandwidth usage. Flower supports a wide range of machine learning frameworks, including PyTorch, TensorFlow, Hugging Face Transformers, scikit-learn, and XGBoost, and is compatible with various platforms and cloud services like AWS, GCP, and Azure. It offers flexibility through customizable strategies and supports both horizontal and vertical federated learning scenarios. Flower's architecture allows for scalable experiments, with the capability to handle workloads involving tens of millions of clients. It also provides built-in support for privacy-preserving techniques like differential privacy and secure aggregation.

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

Data teams searching for a solution to manage their complex data pipeline infrastructure

Audience

Machine learning practitioners and researchers in search of a tool to implement privacy-preserving, decentralized model training across diverse devices and platforms

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

No information available.
Free Version
Free Trial

Pricing

Free
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

Bitfount
United Kingdom
www.bitfount.com

Company Information

Flower
Founded: 2023
Germany
flower.ai/

Alternatives

ZinkML

ZinkML

ZinkML Technologies

Alternatives

Keepsake

Keepsake

Replicate

Categories

Categories

Integrations

Docker
Python
Amazon Web Services (AWS)
Android
Apple iOS
Google Cloud Platform
Hardskills
Hugging Face
JAX
Keras
MXNet
Microsoft Azure
NVIDIA Jetson
NumPy
OAuth
PyTorch
Raspberry Pi OS
TensorFlow
pandas
scikit-learn

Integrations

Docker
Python
Amazon Web Services (AWS)
Android
Apple iOS
Google Cloud Platform
Hardskills
Hugging Face
JAX
Keras
MXNet
Microsoft Azure
NVIDIA Jetson
NumPy
OAuth
PyTorch
Raspberry Pi OS
TensorFlow
pandas
scikit-learn
Claim Bitfount and update features and information
Claim Bitfount and update features and information
Claim Flower and update features and information
Claim Flower and update features and information