raminmh / CfC
Closed-form Continuous-time Neural Networks
☆943Updated 9 months ago
Alternatives and similar repositories for CfC:
Users that are interested in CfC are comparing it to the libraries listed below
- Code Repository for Liquid Time-Constant Networks (LTCs)☆1,658Updated 10 months ago
- Liquid Structural State-Space Models☆352Updated last year
- PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models☆2,120Updated 8 months ago
- ☆172Updated 2 years ago
- Implementation of "SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks"☆804Updated 3 months ago
- ☆728Updated 11 months ago
- Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.☆1,054Updated 2 weeks ago
- Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)☆649Updated 2 years ago
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆726Updated 2 weeks ago
- Liquid neural networks for cancer image classification☆62Updated last year
- Structured state space sequence models☆2,611Updated 9 months ago
- ☆289Updated 3 months ago
- ☆776Updated 2 weeks ago
- A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods☆1,473Updated 11 months ago
- Hopfield Networks is All You Need☆1,793Updated 2 years ago
- Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.☆436Updated last year
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆403Updated 10 months ago
- Hundreds of strange attractors☆444Updated last week
- An implementation of "Retentive Network: A Successor to Transformer for Large Language Models"☆1,184Updated last year
- Evolution Strategies in JAX 🦎☆602Updated last month
- Convolutions for Sequence Modeling☆877Updated 10 months ago
- Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.☆836Updated 6 months ago
- Implementation of https://srush.github.io/annotated-s4☆490Updated 2 years ago
- Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal …☆846Updated last year
- Implementation of the proposed minGRU in Pytorch☆286Updated last month
- Really Fast End-to-End Jax RL Implementations☆860Updated 7 months ago
- A Graph Neural Network Library in Jax☆1,425Updated last year
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,125Updated 5 months ago
- SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.☆1,568Updated last week
- ☆1,311Updated 2 weeks ago