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v0.0.10

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@WenjieDu WenjieDu released this 01 Apr 16:34
· 996 commits to main since this release
f64dda9

Dear friends, PyPOTS v0.0.10 is here! 🥳

In this version, we

  1. added support for training models on large datasets with a lazy-loading strategy. I believe this feature is necessary for our users who want to apply PyPOTS in some industrial scenarios where massive datasets are common;
  2. updated the input format. To be compatible with lazy-loading large data from file, the input of function fit() now has been changed from X to train_set. train_set has to be a dict like {"X": X, "y": y} or a path string locating a HDF5 file.
  3. replaced print with logging, which can show necessary printing information more structured;
  4. fixed some inconspicuous and non-fatal bugs;
  5. added test cases to top up the code coverage;
  6. synchronously release PyPOTS in the channel conda-forge on Anaconda, now you can install with conda;

Still, this is a pre-release before the first official version 0.1, and this probably is the last pre-release before v0.1. I'm still working on the docs, tutorials, and new models. Ping me if you have any suggestions or comments! Many thanks, my friends!

What's Changed

Full Changelog: v0.0.9...v0.0.10