Coder Social home page Coder Social logo

bzantium / ea-lstm Goto Github PK

View Code? Open in Web Editor NEW
34.0 34.0 5.0 697 KB

EA-LSTM: Evolutionary attention-based LSTM for time series prediction

License: BSD 3-Clause "New" or "Revised" License

Python 100.00%
evolutionary-algorithm lstm-neural-network time-series

ea-lstm's Introduction

[2023.08 - Current] LLM Researcher @Kakaobrain

  • Developing Language Foundation Model a.k.a. KoGPT2

[2020.03 - 2023.08] Machine Learning Engineer @SK Telecom & EleutherAI

  • Developing Large Language Model for SK Telecom
  • Developed Multimodal AI Service at SKT A.
    • AI Eraser (Object Removal with Image Inpainting)
      • role: project manager & implementation of pipeline algorithm (segmentation postprocessing & enhancement in inpainting performance).
  • Developing polyglot and oslo project at EleutherAI
    • polyglot: Large Language Models of Well-balanced Competence in Multi-languages
      • role: distributed training of LM with Megatron LM & data crawling, preprocessing and model evaluaton. Published 1.3B, 3.8B, 5.8B, 12.8B polyglot-ko models.
    • oslo: Open Source for Large-scale Optimization
      • role: tensor parallel 1D, 2D, 3D implementation.

Interest

  • Foundation Model / NLP / Multimodal AI

Linkedin Badge Gmail Badge Google Scholar Badge

ea-lstm's People

Contributors

bzantium avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar

ea-lstm's Issues

Some of the problems

Is this code reproduced according to the original paper?There are a few points in the code that I did not understand. Can you give me your thoughts?

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.