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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
API Access
Has API
Integrations
Amazon Web Services (AWS)
Android
Apple iOS
Docker
Google Cloud Platform
Hugging Face
JAX
Keras
MXNet
Microsoft Azure
Integrations
Amazon Web Services (AWS)
Android
Apple iOS
Docker
Google Cloud Platform
Hugging Face
JAX
Keras
MXNet
Microsoft Azure
Pricing Details
Free
Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
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
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)
Product Features
Business Process Management
Access Controls / Permissions
Alerts / Notifications
Business Process Automation
Business Rules Management
Collaboration
Process Change Tracking
Process Mapping
Process Modeling & Design
Visual Workflow Management
Workflow Management
Access Controls/Permissions
Approval Process Control
Business Process Automation
Calendar Management
Compliance Tracking
Configurable Workflow
Customizable Dashboard
Document Management
Forms Management
Graphical Workflow Editor
Mobile Access
No-Code
Task Management
Third Party Integrations
Workflow Configuration