raminmh / CfCLinks
Closed-form Continuous-time Neural Networks
☆988Updated last year
Alternatives and similar repositories for CfC
Users that are interested in CfC are comparing it to the libraries listed below
Sorting:
- Code Repository for Liquid Time-Constant Networks (LTCs)☆1,765Updated last year
- Liquid Structural State-Space Models☆378Updated last year
- PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models☆2,228Updated last year
- ☆180Updated 3 years ago
- Structured state space sequence models☆2,783Updated last year
- Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation☆1,489Updated 2 years ago
- Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.☆1,105Updated last week
- ☆310Updated 10 months ago
- ☆746Updated last year
- An implementation of "Retentive Network: A Successor to Transformer for Large Language Models"☆1,211Updated 2 years ago
- ☆788Updated last week
- Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.☆846Updated last year
- Hopfield Networks is All You Need☆1,873Updated 2 years ago
- Implementation of "SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks"☆864Updated 4 months ago
- Hundreds of strange attractors☆504Updated 2 months ago
- A Library for Differentiable Logic Gate Networks☆745Updated last year
- ☆925Updated last year
- Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"☆769Updated 2 years ago
- A simple and flexible code for Reservoir Computing architectures like Echo State Networks☆587Updated 3 weeks ago
- Convolutions for Sequence Modeling☆904Updated last year
- A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods☆1,540Updated last year
- Tutorial to implement Liquid Time-Constant Neural Network from scratch (eng\rus)☆39Updated last year
- Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)☆682Updated 3 years ago
- Differentiable SDE solvers with GPU support and efficient sensitivity analysis.☆1,685Updated 11 months ago
- Code for the paper "Next Generation Reservoir Computing"☆186Updated 4 years ago
- Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.☆916Updated last year
- This repository contains the code for the paper "Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropag…☆139Updated last year
- TensorFlow implementation of Liquid Time-Constant Neural Network layers☆22Updated 3 years ago
- ☆723Updated 2 years ago
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆450Updated last year