Popular GitHub Repositories for Lattice

Motion planning algorithms commonly used on autonomous vehicles. (path planning + path tracking)

Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。

ASR with PyTorch

3D CNN to predict single-phase flow velocity fields

Bi-directional Lattice Recurrent Neural Networks for Confidence Estimation

Confidence Estimation for Black Box Automatic Speech Recognition Systems Using Lattice Recurrent Neural Networks https://arxiv.org/abs/1910.11933 or https://ieeexplore.ieee.org/document/9053264

A Homomorphic Encryption-Driven Python Framework for Secure Cloud-Based Facial Recognition

Hierarchy-boosted funnel learning for identifying semiconductors with ultralow lattice thermal conductivity

A simple, performant, and reliable multi-architectural lattice field theory framework

Constructing a corpus of ancient Chinese pediatric medicine literature, using algorithms such as BERT, lattice LSTM, and Siamese for tasks such as named entity recognition, intent recognition, entity similarity calculation, and entity linking, to develop a TCM-QA.

This project implements Q-learning to automatically assemble lattice structures composed of an arbitrary number of agents.

Gillespie simulations on a 2D lattice, featuring spatial oscillations

机器学习格子玻尔兹曼方法模拟

This project explores the diffusion behavior of particles on two distinct 2D lattice geometries square and triangular using Monte Carlo simulations based on random walk algorithms. The main objective is to simulate and compare how the underlying lattice structure influences particle motion and mean squared displacement (MSD) over time.

A stateful AI agent framework powered by the Cognitive Lattice to solve complex tasks with persistent memory and reliable tool orchestration.