Skip to content
Projects

ga642381/ML2021-Spring

View on GitHub

ga642381/ML2021-Spring has 1,047 GitHub stars and 352 forks. GitHot measured 0 stars in 24 hours. Last checked 2026-11-09 11:33 UTC. Last push 2023-11-09.

How these counts are measured

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2021 Spring

1,047 stars352 forks

Measured star growth

in 24h
0
in 7 days
Update delayed
in 15 days
Update delayed
in 1 month
Update delayed

Net star changes over overlapping periods, not daily totals. Missing measurements are left blank. Stars measure attention, not software quality.

README.md

Original

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

Explore related projects

tensorflow/tensorflow

An Open Source Machine Learning Framework for Everyone

201,400 stars

huggingface/transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

168,668 stars

AUTOMATIC1111/stable-diffusion-webui

Stable Diffusion web UI

165,261 stars

Comfy-Org/ComfyUI

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. The fastest local inference engine in the world.

145,835 stars