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ease
features
design
support

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Write a Review

Description

Open source and de-facto standards are combined to create a market for interoperable, portable smart city solutions. Our Smart Cities reference architecture breaks down vertical silos and creates a context info management layer that gives a complete picture of what is happening in the city. City-level governance systems can improve by making city data available and merging data from multiple verticals. There are no adaptation costs to ensure full interoperability between all systems within the city. This allows systems to be transferred between cities and sectors. Third-party solution providers will be able to benefit from the right-time open data that is published by the city and made accessible through standard APIs. They can market their solutions to cities around the world, thereby boosting business and reaching a wider market.

Description

Flyte is a robust platform designed for automating intricate, mission-critical data and machine learning workflows at scale. It simplifies the creation of concurrent, scalable, and maintainable workflows, making it an essential tool for data processing and machine learning applications. Companies like Lyft, Spotify, and Freenome have adopted Flyte for their production needs. At Lyft, Flyte has been a cornerstone for model training and data processes for more than four years, establishing itself as the go-to platform for various teams including pricing, locations, ETA, mapping, and autonomous vehicles. Notably, Flyte oversees more than 10,000 unique workflows at Lyft alone, culminating in over 1,000,000 executions each month, along with 20 million tasks and 40 million container instances. Its reliability has been proven in high-demand environments such as those at Lyft and Spotify, among others. As an entirely open-source initiative licensed under Apache 2.0 and backed by the Linux Foundation, it is governed by a committee representing multiple industries. Although YAML configurations can introduce complexity and potential errors in machine learning and data workflows, Flyte aims to alleviate these challenges effectively. This makes Flyte not only a powerful tool but also a user-friendly option for teams looking to streamline their data operations.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

AWS Batch
Apache Hive
Apache Parquet
Databricks
DuckDB
Feast
Google Cloud BigQuery
Hugging Face
Kubernetes
MLflow
ONNX
Polars
Ray
SQLAlchemy
Snowflake
Spotify
TensorFlow
Vaex
dbt
pandas

Integrations

AWS Batch
Apache Hive
Apache Parquet
Databricks
DuckDB
Feast
Google Cloud BigQuery
Hugging Face
Kubernetes
MLflow
ONNX
Polars
Ray
SQLAlchemy
Snowflake
Spotify
TensorFlow
Vaex
dbt
pandas

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

Free
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

FIWARE

Founded

2011

Country

Germany

Website

www.fiware.org/about-us/smartcities/

Vendor Details

Company Name

Union.ai

Founded

2020

Country

United States

Website

flyte.org

Product Features

Product Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

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