Ratings and Reviews 0 Ratings

Total
ease
features
design
support

This software has no reviews. Be the first to write a review.

Write a Review

Ratings and Reviews 0 Ratings

Total
ease
features
design
support

This software has no reviews. Be the first to write a review.

Write a Review

Alternatives to Consider

  • Vertex AI Reviews & Ratings
    727 Ratings
    Company Website
  • RunPod Reviews & Ratings
    167 Ratings
    Company Website
  • Fraud.net Reviews & Ratings
    56 Ratings
    Company Website
  • Teradata VantageCloud Reviews & Ratings
    975 Ratings
    Company Website
  • DataHub Reviews & Ratings
    8 Ratings
    Company Website
  • Gearset Reviews & Ratings
    225 Ratings
    Company Website
  • Qloo Reviews & Ratings
    23 Ratings
    Company Website
  • Google Cloud Speech-to-Text Reviews & Ratings
    378 Ratings
    Company Website
  • Google Cloud BigQuery Reviews & Ratings
    1,851 Ratings
    Company Website
  • Cloudflare Reviews & Ratings
    1,826 Ratings
    Company Website

What is neptune.ai?

Neptune.ai is a powerful platform designed for machine learning operations (MLOps) that streamlines the management of experiment tracking, organization, and sharing throughout the model development process. It provides an extensive environment for data scientists and machine learning engineers to log information, visualize results, and compare different model training sessions, datasets, hyperparameters, and performance metrics in real-time. By seamlessly integrating with popular machine learning libraries, Neptune.ai enables teams to efficiently manage both their research and production activities. Its diverse features foster collaboration, maintain version control, and ensure the reproducibility of experiments, which collectively enhance productivity and guarantee that machine learning projects are transparent and well-documented at every stage. Additionally, this platform empowers users with a systematic approach to navigating intricate machine learning workflows, thus enabling better decision-making and improved outcomes in their projects. Ultimately, Neptune.ai stands out as a critical tool for any team looking to optimize their machine learning efforts.

What is Flyte?

Flyte is a powerful platform crafted for the automation of complex, mission-critical data and machine learning workflows on a large scale. It enhances the ease of creating concurrent, scalable, and maintainable workflows, positioning itself as a crucial instrument for data processing and machine learning tasks. Organizations such as Lyft, Spotify, and Freenome have integrated Flyte into their production environments. At Lyft, Flyte has played a pivotal role in model training and data management for over four years, becoming the preferred platform for various departments, including pricing, locations, ETA, mapping, and autonomous vehicle operations. Impressively, Flyte manages over 10,000 distinct workflows at Lyft, leading to more than 1,000,000 executions monthly, alongside 20 million tasks and 40 million container instances. Its dependability is evident in high-demand settings like those at Lyft and Spotify, among others. As a fully open-source project licensed under Apache 2.0 and supported by the Linux Foundation, it is overseen by a committee that reflects a diverse range of industries. While YAML configurations can sometimes add complexity and risk errors in machine learning and data workflows, Flyte effectively addresses these obstacles. This capability not only makes Flyte a powerful tool but also a user-friendly choice for teams aiming to optimize their data operations. Furthermore, Flyte's strong community support ensures that it continues to evolve and adapt to the needs of its users, solidifying its status in the data and machine learning landscape.

Media

Media

Integrations Supported

Amazon SageMaker
MLflow
PyTorch
TensorFlow
Apache Hive
Apache Parquet
Apache Spark
Catalyst
Databricks Data Intelligence Platform
Dolt
DuckDB
Great Expectations
Horovod
Jupyter Notebook
Kubeflow
Kubernetes
Plotly Dash
Polars
Snowflake
Union Cloud

Integrations Supported

Amazon SageMaker
MLflow
PyTorch
TensorFlow
Apache Hive
Apache Parquet
Apache Spark
Catalyst
Databricks Data Intelligence Platform
Dolt
DuckDB
Great Expectations
Horovod
Jupyter Notebook
Kubeflow
Kubernetes
Plotly Dash
Polars
Snowflake
Union Cloud

API Availability

Has API

API Availability

Has API

Pricing Information

$49 per month
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

neptune.ai

Date Founded

2017

Company Location

United States

Company Website

neptune.ai/

Company Facts

Organization Name

Union.ai

Date Founded

2020

Company Location

United States

Company Website

flyte.org

Categories and Features

Machine Learning

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

Categories and Features

Machine Learning

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

Popular Alternatives

Union Cloud Reviews & Ratings

Union Cloud

Union.ai

Popular Alternatives

Ray Reviews & Ratings

Ray

Anyscale
TensorBoard Reviews & Ratings

TensorBoard

Tensorflow
Visdom Reviews & Ratings

Visdom

Meta
OPAQUE Reviews & Ratings

OPAQUE

OPAQUE Systems
Vertex AI Reviews & Ratings

Vertex AI

Google