Average Ratings 0 Ratings
Average Ratings 0 Ratings
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
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
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
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