norse
tntorch
| norse | tntorch | |
|---|---|---|
| 1 | 1 | |
| 61 | 271 | |
| - | - | |
| 0.0 | 1.6 | |
| almost 2 years ago | about 1 year ago | |
| Python | Python | |
| GNU Lesser General Public License v3.0 only | GNU Lesser General Public License v3.0 only |
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norse
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Don't Mess with Backprop: Doubts about Biologically Plausible Deep Learning
If you are interested in deep learning with spiking neural networks there is also the norse framework: https://github.com/electronicvisions/norse
tntorch
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ETH Zurich AI Researchers Introduce ‘tntorch’: a PyTorch-Powered Tensor Learning Python Library That Supports Multiple Decompositions Under a Unified Interface
Continue reading | Checkout the paper and github
What are some alternatives?
bindsnet - Simulation of spiking neural networks (SNNs) using PyTorch.
ITensors.jl - A Julia library for efficient tensor computations and tensor network calculations
snntorch - Deep and online learning with spiking neural networks in Python
ludwig - Low-code framework for building custom LLMs, neural networks, and other AI models
Spiking-Neural-Network - Pure python implementation of SNN
torchtyping - Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.
norse - Deep learning with spiking neural networks (SNNs) in PyTorch.
pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]
spikingjelly - SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.