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Remove autoformat of README
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‎README.md‎

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This crate provides statistical methods for [`ndarray`]'s `ArrayRef` type.
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Currently available routines include:
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- order statistics (minimum, maximum, median, quantiles, etc.);
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- summary statistics (mean, skewness, kurtosis, central moments, etc.)
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- partitioning;
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- correlation analysis (covariance, pearson correlation);
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- measures from information theory (entropy, KL divergence, etc.);
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- deviation functions (distances, counts, errors, etc.);
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- histogram computation.
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- order statistics (minimum, maximum, median, quantiles, etc.);
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- summary statistics (mean, skewness, kurtosis, central moments, etc.)
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- partitioning;
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- correlation analysis (covariance, pearson correlation);
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- measures from information theory (entropy, KL divergence, etc.);
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- deviation functions (distances, counts, errors, etc.);
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- histogram computation.
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See the [documentation](https://docs.rs/ndarray-stats) for more information.
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## Releases
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- **0.6.0**
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- Breaking changes
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- Minimum supported Rust version: `1.64.0`
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- Updated to `ndarray:v0.16.0`
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- Updated to `approx:v0.5.0`
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- Updated to `ndarray-rand:v0.15.0`
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- Updated to `indexmap:v2.4`
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- Updated to `itertools:v0.13`
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_Contributors_: [@bluss](https://github.com/bluss)
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- **0.5.1**
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- Fixed bug in implementation of `MaybeNaN::remove_nan_mut` for `f32` and
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`f64` for views with non-standard layouts. Before this fix, the bug could
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cause incorrect results, buffer overflows, etc., in this method and others
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which use it. Thanks to [@JacekCzupyt](https://github.com/JacekCzupyt) for
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reporting the issue (#89).
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- Minor docs improvements.
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_Contributors_: [@jturner314](https://github.com/jturner314), [@BenMoon](https://github.com/BenMoon)
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- **0.5.0**
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- Breaking changes
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- Minimum supported Rust version: `1.49.0`
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- Updated to `ndarray:v0.15.0`
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_Contributors_: [@Armavica](https://github.com/armavica), [@cassiersg](https://github.com/cassiersg)
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- **0.4.0**
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- Breaking changes
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- Minimum supported Rust version: `1.42.0`
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- New functionality:
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- Summary statistics:
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- Weighted variance
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- Weighted standard deviation
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- Improvements / breaking changes:
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- Documentation improvements for Histograms
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- Updated to `ndarray:v0.14.0`
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_Contributors_: [@munckymagik](https://github.com/munckymagik), [@nilgoyette](https://github.com/nilgoyette), [@LukeMathWalker](https://github.com/LukeMathWalker), [@lebensterben](https://github.com/lebensterben), [@xd009642](https://github.com/xd009642)
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- **0.3.0**
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- Breaking changes
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- Minimum supported Rust version: `1.37`
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- New functionality:
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- Deviation functions:
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- Counts equal/unequal
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- `l1`, `l2`, `linf` distances
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- (Root) mean squared error
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- Peak signal-to-noise ratio
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- Summary statistics:
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- Weighted sum
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- Weighted mean
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- Improvements / breaking changes:
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- Updated to `ndarray:v0.13.0`
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_Contributors_: [@munckymagik](https://github.com/munckymagik), [@nilgoyette](https://github.com/nilgoyette), [@jturner314](https://github.com/jturner314), [@LukeMathWalker](https://github.com/LukeMathWalker)
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- **0.2.0**
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- Breaking changes
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- All `ndarray-stats`' extension traits are now impossible to implement by
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users of the library (see [#34])
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- Redesigned error handling across the whole crate, standardising on `Result`
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- New functionality:
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- Summary statistics:
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- Harmonic mean
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- Geometric mean
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- Central moments
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- Kurtosis
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- Skewness
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- Information theory:
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- Entropy
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- Cross-entropy
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- Kullback-Leibler divergence
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- Quantiles and order statistics:
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- `argmin` / `argmin_skipnan`
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- `argmax` / `argmax_skipnan`
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- Optimized bulk quantile computation (`quantiles_mut`, `quantiles_axis_mut`)
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- Fixes:
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- Reduced occurrences of overflow for `interpolate::midpoint`
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_Contributors_: [@jturner314](https://github.com/jturner314), [@LukeMathWalker](https://github.com/LukeMathWalker), [@phungleson](https://github.com/phungleson), [@munckymagik](https://github.com/munckymagik)
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[#34]: https://github.com/rust-ndarray/ndarray-stats/issues/34
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- **0.1.0**
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- Initial release by @LukeMathWalker and @jturner314.
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* **0.6.0**
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* Breaking changes
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* Minimum supported Rust version: `1.64.0`
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* Updated to `ndarray:v0.16.0`
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* Updated to `approx:v0.5.0`
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* Updated to `ndarray-rand:v0.15.0`
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* Updated to `indexmap:v2.4`
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* Updated to `itertools:v0.13`
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*Contributors*: [@bluss](https://github.com/bluss)
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* **0.5.1**
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* Fixed bug in implementation of `MaybeNaN::remove_nan_mut` for `f32` and
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`f64` for views with non-standard layouts. Before this fix, the bug could
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cause incorrect results, buffer overflows, etc., in this method and others
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which use it. Thanks to [@JacekCzupyt](https://github.com/JacekCzupyt) for
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reporting the issue (#89).
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* Minor docs improvements.
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*Contributors*: [@jturner314](https://github.com/jturner314), [@BenMoon](https://github.com/BenMoon)
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* **0.5.0**
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* Breaking changes
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* Minimum supported Rust version: `1.49.0`
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* Updated to `ndarray:v0.15.0`
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*Contributors*: [@Armavica](https://github.com/armavica), [@cassiersg](https://github.com/cassiersg)
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* **0.4.0**
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* Breaking changes
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* Minimum supported Rust version: `1.42.0`
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* New functionality:
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* Summary statistics:
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* Weighted variance
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* Weighted standard deviation
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* Improvements / breaking changes:
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* Documentation improvements for Histograms
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* Updated to `ndarray:v0.14.0`
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*Contributors*: [@munckymagik](https://github.com/munckymagik), [@nilgoyette](https://github.com/nilgoyette), [@LukeMathWalker](https://github.com/LukeMathWalker), [@lebensterben](https://github.com/lebensterben), [@xd009642](https://github.com/xd009642)
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* **0.3.0**
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* Breaking changes
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* Minimum supported Rust version: `1.37`
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* New functionality:
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* Deviation functions:
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* Counts equal/unequal
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* `l1`, `l2`, `linf` distances
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* (Root) mean squared error
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* Peak signal-to-noise ratio
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* Summary statistics:
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* Weighted sum
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* Weighted mean
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* Improvements / breaking changes:
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* Updated to `ndarray:v0.13.0`
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*Contributors*: [@munckymagik](https://github.com/munckymagik), [@nilgoyette](https://github.com/nilgoyette), [@jturner314](https://github.com/jturner314), [@LukeMathWalker](https://github.com/LukeMathWalker)
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* **0.2.0**
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* Breaking changes
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* All `ndarray-stats`' extension traits are now impossible to implement by
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users of the library (see [#34])
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* Redesigned error handling across the whole crate, standardising on `Result`
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* New functionality:
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* Summary statistics:
104+
* Harmonic mean
105+
* Geometric mean
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* Central moments
107+
* Kurtosis
108+
* Skewness
109+
* Information theory:
110+
* Entropy
111+
* Cross-entropy
112+
* Kullback-Leibler divergence
113+
* Quantiles and order statistics:
114+
* `argmin` / `argmin_skipnan`
115+
* `argmax` / `argmax_skipnan`
116+
* Optimized bulk quantile computation (`quantiles_mut`, `quantiles_axis_mut`)
117+
* Fixes:
118+
* Reduced occurrences of overflow for `interpolate::midpoint`
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*Contributors*: [@jturner314](https://github.com/jturner314), [@LukeMathWalker](https://github.com/LukeMathWalker), [@phungleson](https://github.com/phungleson), [@munckymagik](https://github.com/munckymagik)
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[#34]: https://github.com/rust-ndarray/ndarray-stats/issues/34
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* **0.1.0**
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* Initial release by @LukeMathWalker and @jturner314.
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## Contributing
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