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Binary Neural Networks Python Packages

Python packages with the GitHub topic binary-neural-networks. Sorted by monthly downloads, with stars and forks.
ryuz
binarybrain

Binary Neural Network Framework for FPGA(Differentiable LUT)

2K 183 24
KanakMalpani
bnn-lab

Extreme low-bit inference lab: pack weights to 1–1.58 bits and run real XNOR/popcount kernels on CPU/edge — honest STE training, not fake GPU 32× from sign().

505 1 0
hpi-xnor
bitorch

BITorch: Open-Source Implementation of Binary Neural Networks with PyTorch

356 38 5
tbox98
freegrad

PyTorch extension for alternative backward rules and gradient transforms (STE, gradient jamming, non-standard activations).

105 1 0
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