mxnet ☆
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Description:
Flexible and efficient library for deep learning
Type: Formula  |  Tracked Since: Dec 28, 2025
Links: Homepage  |  @ApacheMXNet  |  formulae.brew.sh
Category: Ai ml
Tags: deep-learning machine-learning neural-networks ai python
Install: brew install mxnet
About:
Apache MXNet is a deep learning framework designed for both efficiency and flexibility. It allows you to mix symbolic and imperative programming to maximize performance and productivity. It scales across multiple GPUs and distributed systems, making it suitable for training complex models.
Key Features:
  • Hybrid programming (symbolic and imperative)
  • Scalable distributed training
  • Multi-language bindings (Python, C++, R, Scala)
  • Optimized for performance
Use Cases:
  • Training computer vision models
  • Natural language processing research
  • Production model deployment
Alternatives:
  • PyTorch – PyTorch offers a more pythonic interface, while MXNet is known for scalability and efficiency.
  • TensorFlow – TensorFlow has a larger ecosystem, while MXNet is often praised for memory efficiency.
Version History
Detected Version Rev Change Commit
Jan 3, 2026 1:50am 3 REVISION_ONLY d77f9a6b
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