Git Product home page Git Product logo

ml2021-spring's Introduction

banner

機器學習 Machine Learning 2021 Spring by National Taiwan University

This repository contains code and slides of 15 homeworks for Machine Learning instructed by 李宏毅(Hung-Yi Lee). All the information about this course can be found on the course website.

Lecture Videos

The lecture videos are available on Hung-Yi Lee's youtube channel.

15 Homeworks

  • HW1 : Regression
  • HW2 : Classification
  • HW3 : CNN
  • HW4 : Self-Attention
  • HW5 : Transformer
  • HW6 : GAN
  • HW7 : BERT
  • HW8 : Autoencoder
  • HW9 : Explainable AI
  • HW10 : Adversarial Attack
  • HW11 : Adaptation
  • HW12 : Reinforcement Learning
  • HW13 : Network Compression
  • HW14 : Life-Long Learning
  • HW15 : Meta Learning

ml2021-spring's People

Contributors

jeffeuxmartin avatar tzuhsien avatar godiclee avatar pohanchi avatar kimythanly avatar xraychen avatar vectominist avatar cyhuang-tw avatar jameslyc88 avatar ga642381 avatar splend1d avatar jasper0314-huang avatar binomial14 avatar a127000555 avatar stanwang1210 avatar a015kh avatar bearhsiang avatar virginiakm1988 avatar yenmeng avatar atosystem avatar george0828zhang avatar howard1337 avatar ynnekuw avatar

Watchers

James Cloos avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.