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features
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support

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Write a Review

Description

Flower is a federated learning framework that is open-source and aims to make the creation and implementation of machine learning models across distributed data sources more straightforward. By enabling the training of models on data stored on individual devices or servers without the need to transfer that data, it significantly boosts privacy and minimizes bandwidth consumption. The framework is compatible with an array of popular machine learning libraries such as PyTorch, TensorFlow, Hugging Face Transformers, scikit-learn, and XGBoost, and it works seamlessly with various cloud platforms including AWS, GCP, and Azure. Flower offers a high degree of flexibility with its customizable strategies and accommodates both horizontal and vertical federated learning configurations. Its architecture is designed for scalability, capable of managing experiments that involve tens of millions of clients effectively. Additionally, Flower incorporates features geared towards privacy preservation, such as differential privacy and secure aggregation, ensuring that sensitive data remains protected throughout the learning process. This comprehensive approach makes Flower a robust choice for organizations looking to leverage federated learning in their machine learning initiatives.

Description

We are revolutionizing the way Small & Medium Businesses (SMBs) create and automate workflows. Our solutions, designed for enterprise performance, boost your team's efficiency and profitability without the sky-high costs of traditional enterprise solutions and consultancy services! Experience the automation of all your recurring business processes seamlessly. Explore how Flowers can enhance your invoice approval processes. Effortlessly digitalize your invoices and manage them from any location at any time, ensuring accuracy around the clock. Discover the features that make Flowers workflows not only effective but also powerful and distinctive. Witness how we assist our clients in reshaping their perspectives on workflows. Flowers is streamlining the intricate landscape of digital business organization through fast, user-friendly, adaptable, and automated workflows. With our no-code process editor and cloud platform, your workflows become both efficient and lucrative. Access everything you need to know about your workflows from anywhere, at any time. Decision-makers consistently rely on Flowers to automate their workflows and enhance their operational processes. By choosing Flowers, you’re not just adopting a tool; you’re embracing a smarter way to work.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Amazon Web Services (AWS) Yes 
DATEV No 
Docker Yes 
Google Cloud Platform Yes 
Hardskills Yes 
Hugging Face Yes 
JAX Yes 
Keras Yes 
Microsoft Azure Yes 
Microsoft Dynamics 365 No 
NVIDIA Jetson Yes 
NumPy Yes 
PyTorch Yes 
Python Yes 
Sage 100 No 
Slack No 
TensorFlow Yes 
lexoffice No 
pandas Yes 
sevDesk No 

Integrations

Amazon Web Services (AWS) No 
DATEV Yes 
Docker No 
Google Cloud Platform No 
Hardskills No 
Hugging Face No 
JAX No 
Keras No 
Microsoft Azure No 
Microsoft Dynamics 365 Yes 
NVIDIA Jetson No 
NumPy No 
PyTorch No 
Python No 
Sage 100 Yes 
Slack Yes 
TensorFlow No 
lexoffice Yes 
pandas No 
sevDesk Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App Yes 
iPad App No 
Android App Yes 
Windows No 
Mac Yes 
Linux No 
Chromebook No 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) No 
In Person Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Vendor Details

Company Name

Flower

Founded

2023

Country

Germany

Website

flower.ai/

Vendor Details

Company Name

Flowers

Founded

2019

Country

Germany

Website

www.flowers-software.com

Product Features

Artificial Intelligence

Chatbot No 
For Healthcare No 
For Sales No 
For eCommerce No 
Image Recognition No 
Machine Learning No 
Multi-Language No 
Natural Language Processing No 
Predictive Analytics No 
Process/Workflow Automation No 
Rules-Based Automation No 
Virtual Personal Assistant (VPA) No 

Product Features

Business Process Management

Access Controls / Permissions Yes 
Alerts / Notifications No 
Business Process Automation Yes 
Business Rules Management No 
Collaboration Yes 
Process Change Tracking No 
Process Mapping Yes 
Process Modeling & Design Yes 
Visual Workflow Management No 

Workflow Management

Access Controls/Permissions Yes 
Approval Process Control Yes 
Business Process Automation Yes 
Calendar Management No 
Compliance Tracking No 
Configurable Workflow No 
Customizable Dashboard No 
Document Management Yes 
Forms Management Yes 
Graphical Workflow Editor Yes 
Mobile Access No 
No-Code No 
Task Management Yes 
Third Party Integrations Yes 
Workflow Configuration Yes 

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