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Generating changelog for MLflow 1.22.1.dev0
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Changelog
=========
1.22.1.dev0 (2022-01-14)
------------------------
MLflow 1.22.1.dev0 includes several major features and improvements:

Features:

- Support specifying 'latest' in model URI to get the latest version of a model regardless of the stage (#5027, @lichenran1234)
- Evaluation Default evaluator (#5092, @WeichenXu123)
- Add a Python API to load model input examples (#5212, @maitre-matt)
- Autologging functionality for scikit-learn integration with LightGBM (Part 1) (#5130, @jwyyy)
- Log model uuid (#5149, @WeichenXu123)
- Implement model evaluation API (part 1) (#5069, @WeichenXu123)
- Make example input and PyFuncInput support csc csr matrix (#5016, @WeichenXu123)
- Automatically update metric plots for in-progress runs #2099 (#5017, @cedkoffeto)
- Add server option for serving only artifacts and proxied serving mode (#5045, @BenWilson2)

Bug fixes and documentation updates:

- Do not modify tags dict on start_run() (#5191, @matheusMoreno)
- Fixed incorrect parameter assignment in create-model-version in the R model registry API. (#5185, @bramrodenburg)
- Bugfix: properly pass kwargs to `torch.jit.load` from `mlfow.pytorch.load_model` (#5163, @schmidt-jake)
- Only generate model uuid when logging model (#5167, @WeichenXu123)
- Fixing the horizonal and vertical extra scroll bar issue (#5159, @sunishsheth2009)
- BUG: fixed model serve fail with HTTP 400 on Bad Request. (#5003, @abatomunkuev)
- MLflow Schema enforcement should not cast object to pandas String (#5134, @stevenchen-db)
- Caching boto client to improve artifact download speed (#4695, @Samreay)
- Parse subdirectory with quotes (#5117, @dinaldoap)

Small bug fixes and doc updates (#5264, #5244, #5249, #5255, #5248, #5243, #5240, #5239, #5232, #5234, #5235, #5082, #5220, #5219, #5226, #5217, #5194, #5188, #5132, #5182, #5183, #5180, #5177, #5165, #5164, #5162, #5015, #5136, #5065, #5125, #5106, #5127, #5120, @harupy; #5156, @pbezglasny; #5202, @jwyyy; #3863, @JoshuaAnickat; #5205, @abhiramr; #4604, @OSobky; #4256, @einsmein; #5140, @AveshCSingh; #5186, #5176, @WeichenXu123; #5260, #5230, #5229, #5206, #5174, #5160, @liangz1)

1.22.0 (2021-11-29)
------------------------
MLflow 1.22.0 includes several major features and improvements:
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