Keras.NET

Visit Tool

Keras.NET is a high-level neural networks API for C# and F#. It enables fast experimentation and prototyping of deep learning projects in .NET environments.

Claim this tool

No Views Yet

At a glance

Pricing

—

Free tier

—

API

Yes

Skill level

Technical

About

What is Keras.NET?

Keras.NET provides a high-level neural networks API specifically designed for C# and F# developers. It leverages Python bindings to operate on top of popular deep learning backends such as TensorFlow, CNTK, or Theano. The primary focus of Keras.NET is to facilitate rapid experimentation and development in deep learning. This allows developers to quickly prototype and implement neural networks within their familiar .NET development ecosystems, streamlining the process of building and testing AI models.

Best used for

Rapidly prototyping and implementing deep learning models within C# and F# .NET environments.

Common actions

Build neural networks

Prototype deep learning models

Integrate AI into .NET

Experiment with deep learning

Develop machine learning applications

github copilot"AI Agents"face swappinglow-code/no-codedeepfakeopen-sourcecollaborationautomated workflowworkflows

Capabilities

Key features

C# and F# API
Python binding
Multiple backends
Fast experimentation
.NET integration

Target Audience

C# developersF# developersMachine learning engineersData scientists

Integrations

Not yet documented

Pricing & Plans

unknown

Free

FAQs

What are the performance implications of using Keras.NET compared to native Python Keras?

Keras.NET uses Python bindings, meaning there's a slight overhead due to interop calls. However, the heavy computational lifting is still performed by the underlying Python deep learning backend (TensorFlow, etc.), so the performance difference for model training and inference is generally negligible for most applications.

Can I use Keras.NET with existing Keras models trained in Python?

Yes, Keras.NET is designed to be compatible with models saved from Python Keras. You can load pre-trained .h5 or SavedModel formats directly into your .NET applications and use them for inference or further training.

Which deep learning backends are supported by Keras.NET?

Keras.NET supports popular deep learning backends including TensorFlow, CNTK, and Theano. The specific backend used is determined by your Python environment configuration, allowing flexibility based on your project requirements and existing infrastructure.

Trending

Subcategories trending in Coding & Development

Open Source & Models DevOps & Infrastructure No-Code / Low-Code Testing & QA Backend & APIs Prompt Engineering

Trending

Explore

Browse AI tools by category

Content & Design Productivity & Business Coding & Development AI Agents & Automation Research & Education Wellness & Lifestyle Career Development Marketing & Growth Data & Analytics Customer Support & CX Finance E-commerce