Open Source

Open Source

Open Source · Research Papers · Open Resources

LineSeq Tech is committed to open collaboration. Built on linear sequence as our technical core, we open software tools, data interfaces, and research outputs to the community and academia.

All resources below are free to use. Stars, citations, and contributions are welcome.

Open Source Products

Open Source

LineSeqSeq Linear Sequence Engine

High-performance sequence processing engine for multi-omics and spatiotemporal data with streaming and distributed scheduling.

View project → Open Source

LineSeqInfer Inference Runtime

Lightweight AI inference framework optimized for edge deployment and private enterprise environments.

View project → Open Source

HealthLine Health Data SDK

Standardized toolkit for health data collection, de-identification, and reporting with medical security compliance.

View project → Open Source

LineOrder CLI Toolchain

Command-line tools for sequence validation, format conversion, and pipeline orchestration.

View project →

Research Papers

Paper

Multi-Omics Data Fusion via Linear Sequence Models

A unified sequence representation framework for joint modeling of genomic, transcriptomic, and metabolomic data.

Read paper → Paper

Distributed Inference Optimization for Private Deployment

Systematic optimization balancing latency and throughput for large models under constrained compute.

Read paper → Paper

ML Pipeline for Functional Probiotic Strain Screening

Integrating phenotype prediction and fermentation optimization into a unified sequence modeling workflow.

Read paper → Paper

Sequence Order Algorithm for Health Time-Series Anomaly Detection

Low-latency anomaly detection for wearable and clinical monitoring scenarios.

Read paper →