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mbaddar1 / genmodel

Generative Model Experiments
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M2T1 : Develop and Understanding for the RecFlow Paper #55

Closed mbaddar1 closed 3 months ago

mbaddar1 commented 3 months ago

https://arxiv.org/pdf/2209.03003

mbaddar1 commented 3 months ago

Progress

  1. Stopped at Algorithm 1 page 6 in https://arxiv.org/pdf/2209.03003
  2. Next : work with tutorial https://colab.research.google.com/drive/1CyUP5xbA3pjH55HDWOA8vRgk2EEyEl_P#scrollTo=J4Zn70dL5jNp Google Drive Copy https://colab.research.google.com/drive/1pkIg9p8TUNac5ufQGErMp-eOF-mnUjUn?usp=drive_link
  3. Finished first iter over the colab notebook (DONE) https://colab.research.google.com/drive/1CyUP5xbA3pjH55HDWOA8vRgk2EEyEl_P#scrollTo=J4Zn70dL5jNp Neet to understand what is ReFlow and what is the logic behind it !!!
  4. Slight modification for the tutorial code to use sklearn datasets (swissroll and others) https://github.com/mbaddar1/RectifiedFlow/commit/560d2fe4c0d9a57348d4953f3cc3360a93108d88
  5. (Next) Try ALS on this code basis
mbaddar1 commented 3 months ago

Ideas:

mbaddar1 commented 3 months ago

Finished a quick iteration for understanding my small code for understanding https://github.com/mbaddar1/RectifiedFlow/commit/78dc0966cd34fd2bb521c498410fcb24167e3783 Next : Develop a better understanding for RecFlow Trajectories , see issue #62