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@fedebotu fedebotu released this 22 Jul 20:09
· 857 commits to main since this release
v0.1.0
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Learn about vigilant mode.

Major release: refactoring of models, trainer and pipelines, and more! 🚀

  • Refactored the old task class into a base class (RL4COLitModule) that is the base for RL algorithms (such as REINFORCE and PPO), following the discussion in #67
  • New base class for construction methods: now encoder, decoder, policy, and model can be based on common parent classes to make implementation much more modular
  • Added native loading from the checkpoint, which used to be buggy
  • Nice new logo (we like it, but we are obviously biased, so feel free to give us your opinion ;) )
  • Added mPDP environment (and added some WIP for EquityTransformer)
  • New RL4COTrainer that automatically includes training tricks for RL
  • Added Codecov coverage
  • Better testing: now we thoroughly test most of the library, including training (the Hydra part as well!)
  • Documentation overhaul: add Sphinx plugins for modularized, automatic docs
  • ... and more!
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