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LG AI Research

Official opensource repository of LG AI Research

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  1. EXAONE-Tabular EXAONE-Tabular Public

    EXAONE Tabular is a transformer-based foundation model for tabular data that solves classification and regression through in-context learning

    Python 70 3

  2. PCBWorld PCBWorld Public

    A reinforcement learning environment for PCB autorouting, built on KiCad's push-and-shove router. Includes a decoder-only PPO/GRPO agent, LLM tool-calling and rule-based baselines, and a uniform 3-…

    Python 35 5

  3. SetR SetR Public

    Python 28 2

  4. EXAONE-Atelier EXAONE-Atelier Public

    Jupyter notebook examples for EXAONE Atelier in AWS Marketplace

    Jupyter Notebook 13

  5. EXAONE-Cookbook EXAONE-Cookbook Public

    Building Agent Systems with the EXAONE model.

    Python 13 3

  6. acac acac Public

    Official implementation of "Agent-Centric Actor-Critic for Asynchronous Multi-Agent Reinforcement Learning" (ICML 2025) by LG AI Research.

    Jupyter Notebook 12 3

Repositories

Showing 10 of 20 repositories
  • EXAONE-Tabular Public

    EXAONE Tabular is a transformer-based foundation model for tabular data that solves classification and regression through in-context learning

    LGAI-Research/EXAONE-Tabular's past year of commit activity
    Python 70 3 1 0 Updated Oct 28, 2026
  • EXAONE-Forecast Public
    LGAI-Research/EXAONE-Forecast's past year of commit activity
    Python 10 2 0 0 Updated Oct 21, 2026
  • PCBWorld Public

    A reinforcement learning environment for PCB autorouting, built on KiCad's push-and-shove router. Includes a decoder-only PPO/GRPO agent, LLM tool-calling and rule-based baselines, and a uniform 3-stage evaluation pipeline. The routing engine ships separately as the PCBWorld-Engine submodule (GPLv3).

    LGAI-Research/PCBWorld's past year of commit activity
    Python 35 BSD-3-Clause 5 1 1 Updated Oct 21, 2026
  • PCBWorld-Engine Public

    GPLv3 routing engine for PCBWorld: KiCad's push-and-shove router exposed through a pybind11 binding and served to the environment over a unix socket. Derived from KiCad 9.0.8. Pinned as the engine/ submodule of LGAI-Research/PCBWorld.

    LGAI-Research/PCBWorld-Engine's past year of commit activity
    C++ 5 GPL-3.0 3 0 1 Updated Oct 20, 2026
  • Skin-permeation-regression Public

    Reproducible log Kp benchmark for human skin permeability: 521 compounds from five public sources, four reconstructed literature baselines, and GATE-LGBM under shared 10-fold cross-validation.

    LGAI-Research/Skin-permeation-regression's past year of commit activity
    Python 0 0 0 0 Updated Oct 8, 2026
  • GNN-GATE Public
    LGAI-Research/GNN-GATE's past year of commit activity
    Python 0 0 0 0 Updated Oct 7, 2026
  • EXAONE-Cookbook Public

    Building Agent Systems with the EXAONE model.

    LGAI-Research/EXAONE-Cookbook's past year of commit activity
    Python 13 3 0 0 Updated Oct 2, 2026
  • gbdt-guided-piecewise-linear-embeddings Public

    Official PyTorch implementation of “Efficient Piecewise-Linear Embeddings for Deep Tabular Regression by Guided Breakpoint Allocation” (KDD 2026).

    LGAI-Research/gbdt-guided-piecewise-linear-embeddings's past year of commit activity
    Python 0 0 0 0 Updated Aug 20, 2026
  • breaking-bad Public

    Breaking Bad: Component-Wise Parent Deletion for Score-Based Causal Discovery

    LGAI-Research/breaking-bad's past year of commit activity
    C++ 4 1 1 0 Updated Aug 14, 2026
  • PreFold-dG Public
    LGAI-Research/PreFold-dG's past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated May 21, 2026
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