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Changelog [ci skip]
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Michael Panchenko committed Aug 1, 2024
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- Add methods `to_numpy_` and `to_torch_`. #1098, #1117
- Add `__eq__` (semantic equality check). #1098
- `keys()` deprecated in favor of `get_keys()` (needed to make iteration consistent with naming) #1105.
- Major: new methods for applying functions to values, to check for NaNs and drop them, and to set values. #1181
- Slicing a batch with a torch distribution now also slices the distribution. #1181
- `data.collector`:
- `Collector`:
- Introduced `BaseCollector` as a base class for all collectors. #1123
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- The methods `to_numpy` and `to_torch` in are not in-place anymore
(use `to_numpy_` or `to_torch_` instead). #1098, #1117
- The method `Batch.is_empty` has been removed. Instead, the user can simply check for emptiness of Batch by using `len` on dicts. #1144
- Stricter `cat_`, only concatenation of batches with the same structure is allowed. #1181
- Logging:
- `BaseLogger.prepare_dict_for_logging` is now abstract. #1074
- Removed deprecated and unused `BasicLogger` (only affects users who subclassed it). #1074
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### Tests
- Fixed env seeding it `test_sac_with_il.py` so that the test doesn't fail randomly. #1081
- Improved CI triggers and added telemetry (if requested by user) #1177
- Improved environment used in tests.

### Dependencies
- [DeepDiff](https://github.com/seperman/deepdiff) added to help with diffs of batches in tests. #1098
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