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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
Engage directly with florists in your special someone's area and eliminate the uncertainty of flower delivery. By choosing Lovingly, you can be assured that your floral gifts are crafted with care and delivered promptly, all while contributing to the sustainability of local businesses during challenging times. Our network consists of talented local floral artists who will create a personalized arrangement that reflects your unique bond and commemorates your special occasion. We replicate that personal touch by linking you with the most suitable florist tailored to your specific needs and events. This ensures not only a beautiful gift but also a meaningful connection to the community.
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
Lovingly
Founded
2008
Country
United States
Website
www.lovingly.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
Florist
Automated Card Printing
Customer Account Profiles
Delivery Tracking
Order Management
Production Tracking
Stem Counting