Neural Forge - A comprehensive neural network framework built from scratch in NumPy. Forge CNN, RNN, and Transformer architectures with complete control, extensive testing, and educational clarity.

autograd automatic-differentiation cnn comprehensive-testing deep-learning educational from-scratch gru lstm machine-learning neural-forge neural-networks numpy production-ready python pytorch-alternative research-tool rnn tensor transformer
1 Open Issue Need Help Last updated: Aug 3, 2025

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AI/ML Deep Learning Frameworks

AI Summary: The task requires community testing of the Neural Forge framework's CUDA backend on various NVIDIA GPUs. This involves verifying hardware compatibility, CUDA version support, CuPy integration, custom kernel performance, memory management, and potentially multi-GPU support and mixed precision. Testers should report their findings, including performance benchmarks and any encountered issues.

Complexity: 4/5
enhancement help wanted

Neural Forge - A comprehensive neural network framework built from scratch in NumPy. Forge CNN, RNN, and Transformer architectures with complete control, extensive testing, and educational clarity.

Python
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