Careless

Latest version: v0.5.0

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0.5.0

What's Changed
* Removed reset_index() call causing DataFrame indices to be plotted by PrinceWalnut in https://github.com/rs-station/careless/pull/178
* make cchalf use unweighted pearson by kmdalton in https://github.com/rs-station/careless/pull/181

New Contributors
* PrinceWalnut made their first contribution in https://github.com/rs-station/careless/pull/178

**Full Changelog**: https://github.com/rs-station/careless/compare/v0.4.9...v0.5.0

0.4.9

This release simplifies install using TensorFlow probability 0.25 and TensorFlow version 2.18.0. The cuda [install script](https://github.com/rs-station/careless/blob/main/install-cuda.sh) should no longer be needed, but can still be used.

What's Changed
* set tf max version to 2.17 by kmdalton in https://github.com/rs-station/careless/pull/176
* update pre-install script to tfp 0.25 by kmdalton in https://github.com/rs-station/careless/pull/177


**Full Changelog**: https://github.com/rs-station/careless/compare/v0.4.8...v0.4.9

0.4.8

This PR addresses a number of longstanding issues. The user facing changes are:
- Improved numerical stability for the `--scale-bijector=exp` setting
- Allow setting the y-axis limits for many of the careless stats scripts
- Enforce a consistent dmin between ASUs (71 )
- Add a script for calculating I / SigI (148)
- Make it clear that `careless poly` does not support `.stream` files

On the developer side:
- Adds a missing test for the Double Wilson prior

0.4.7

This release changes the default bijector for the standard deviation of the scale distribution from Exp to Softplus to increase numerical stability.

0.4.6

This release adds 3 new flags controlling gradient clipping during training.
- `--clipvalue`
- `--clipnorm`
- `--global-clipnorm`
These each take floating point values and are disabled by default. The meaning of each is documented in the Keras Adam [docs](https://www.tensorflow.org/api_docs/python/tf/keras/optimizers/Adam).

0.4.5

This version updates packaging and distribution without touching any user-facing functionality.

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