liquid-neural-networks

Code Repository for Liquid Time-Constant Networks (LTCs)

Liquid Structural State-Space Models

Live-bending a foundation model’s output at neural network level.

This repository hosts a stock market prediction model for Tesla and Apple using Liquid Neural Networks. It showcases data-driven forecasting techniques, feature engineering, and machine learning to enhance the accuracy of financial predictions.

Liquid Neural Networks (LNNs) Classification, Clustering, and Regression

Liquid Time-constant Networks implementation with PyTorch

A computational theory of consciousness: if the universe is deterministic, consciousness is the observer function, not the executor. Tested across 4 AI substrates with 11 probes and 4 controls.

Code repository for Liquid Time-stochasticity networks (LTSs)

LIQUID NEURAL NETWORK LNN CLASSIFIER AND REGRESSION

液态神经网络 - 动态适应的智能系统

An Amazon SageMaker algorithm for time series forecasting with liquid neural networks (LNNs).

Liquid Neural Network language model with LTC and CfC dynamics

AI-powered predictive maintenance platform using Liquid Time-Constant Networks and RAG.

Multi-Channel Transformer with Liquid Neural Integration for Limit Order Book mid-price forecasting in HFT environments.

Code repository for "Efficiently Capturing Causality in Data with Liquid Time-Constant Neural Networks" Master's Thesis

A Liquid RL framework for small scale architecture research

MT-LNN: Microtubule-inspired liquid neural network — bio-inspired LLM architecture with O(1) working memory

Official PyTorch implementation of SBLA-Cortical: Unifying 1.58-Bit Ternary Synapses, O(1) Dendritic Fast-Weight Memory (72 KB), and Homeostatic Spiking Predictive Coding.

Evolutionary optimization of liquid neural networks

LiquidLab — Interactive Liquid Neural Networks & Continuous-Time Models Laboratory. 6 modules: LTC dynamics, Neural ODE, C. elegans connectome, CfC networks, adaptive inference, efficiency arena. Zero dependencies.