/ai-ds

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Screenshot from 2023-10-31 12-05-27

This is the repository for the AI&DS study group. All the solutions of the exercises might be synced here.

Current members are:

  • Andrea Tufo (xer16baw)
  • Hongli Lin (kag52rer)
  • Linbo Zhang (luy28gey)
  • Michele Paterson (mipat104)
  • Shoucheng Ling (ziq34mun)

Each folder represents a course of study:

  • ap: Advanced Programming and Algorithms I & II
  • asa: Algorithms for Sequence Analysis
  • cv: Computer Vision
  • dl: Deep Learning
  • dlgm: Deep Learning: Generative Models
  • dlrl: Deep Learning: Representation Learning
  • eco_m: MV04: Econometrics
  • math4ai: Mathematical and Statistical Foundations of Data Science
  • mc: Markov Chains
  • ml: Machine Learning
  • rdb: Relational Databases and Data Analysis
  • rl: Reinforcement Learning
  • sl: Statistical Learning

Furthermore, each member has his/her own subfolder under each subject (e.g. ap/shoucheng). The individually solved problems can then be put in the corresponding folder.

The subfolder "original_files" contains the original files downloaded from ILIAS. It is currently maintained by Hongli Lin, and will be updated as soon as possible.