fann ☆
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Description:
Fast artificial neural network library
Type: Formula  |  Latest Version: 2.2.0@0  |  Tracked Since: Dec 17, 2025
Links: Homepage  |  formulae.brew.sh
Category: Ai ml
Tags: neural-networks machine-learning ai c-library embedded
Install: brew install fann
About:
FANN (Fast Artificial Neural Network) is a lightweight, open-source library for creating, training, and deploying neural networks. It provides a simple API for implementing multilayer perceptrons, supporting both supervised and unsupervised learning tasks. Its primary value is high-performance execution with minimal dependencies, making it ideal for embedded systems and real-time applications.
Key Features:
  • Cross-platform with bindings for over 15 programming languages
  • Supports fully connected and sparse neural network architectures
  • Includes training algorithms like RPROP and Quickprop
  • Easy model creation and training via a straightforward C API
Use Cases:
  • Pattern recognition and classification in embedded systems
  • Predictive modeling and time-series forecasting
  • Integration into applications requiring lightweight machine learning
Alternatives:
  • TensorFlow – Much heavier and complex, but offers extensive deep learning capabilities and GPU acceleration.
  • PyTorch – Python-centric and dynamic, better suited for research and large-scale model development.
License: LGPL-2.1-or-later
Bottles available for: arm64_tahoe, arm64_sequoia, arm64_sonoma, arm64_ventura, arm64_monterey, arm64_big_sur, sonoma, ventura, monterey, big_sur, catalina, arm64_linux, x86_64_linux
Version History
Detected Version Rev Change Commit
Sep 14, 2025 2:28am 0 VERSION_BUMP a48eb6a6
Sep 13, 2024 4:11am 0 VERSION_BUMP 21f7a407
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