Jaxampler

**Full Changelog**: https://github.com/Qazalbash/jaxampler/compare/v0.0.6...v0.0.7

What's Changed
* Location-Scale variant of Beta distribution by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/74
* Loc-Scale variant of Cauchy distribution by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/75
* Loc-Scale variant of Chi-sq distribution by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/76
* Loc-scale variant of Exponential distribution by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/78
* Loc-scale variant of Gamma distribution by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/79
* Loc-scale variant of Geometric distribution by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/80
* Loc-scale variant of Logistic distribution by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/81
* Loc-scale variant of Normal and LogNormal distribution by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/82
* Loc-scale variant of Pareto distribution by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/83
* Loc-scale varaint of Poisson distribution by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/84
* Loc-scale variant of Rayleigh distribution by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/85
* Loc-scale variant of Student-t distribution by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/86
* Loc-scale variant of Tuncated Normal distribution by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/87
* Loc-scale variant of Weibull distribution by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/88
* `rvs` method redesigned into a factory method by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/90
* Factory methods for `xxf` methods by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/91
* Single type for to represent random variables by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/94
* Algebraic manipulation of random variables by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/95


**Full Changelog**: https://github.com/Qazalbash/jaxampler/compare/v0.0.5...v0.0.6

What's Changed
* Point and vectroized numerical functions by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/20
* Add Monte Carlo Integration by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/23
* Importance Sampling by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/24
* Generalized Monte Carlo Integration by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/26
* Migrate from `setup.py` to standard python package builder by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/35
* Generalize MetropolisHastingSampler for random variables provided by jaxampler by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/39
* Fix broadcasting arrays making objects heavy by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/44
* Fix issue with shapes of parameters in rvs method by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/45
* Operators type conflict for `Numeric` type resolved by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/51
* Incompatible method override issue resolved by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/53
* Unit test for binomial distribution by mahausmani in https://github.com/Qazalbash/jaxampler/pull/55
* Unit tests for Geometric Distribution by mahausmani in https://github.com/Qazalbash/jaxampler/pull/57
* Unit tests for uniform distribution and triangular distribution by mahausmani in https://github.com/Qazalbash/jaxampler/pull/58
* Incorrect implementation of `rvs.Triangular.logcdf_x` by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/61
* Unit tests for Triangular Distribution by mahausmani in https://github.com/Qazalbash/jaxampler/pull/62
* Unit tests for Rayleigh Distribution by mahausmani in https://github.com/Qazalbash/jaxampler/pull/65
* Unit tests for Truncated Power Law Distribution by mahausmani in https://github.com/Qazalbash/jaxampler/pull/64
* Unit tests for Pareto Distribution by mahausmani in https://github.com/Qazalbash/jaxampler/pull/66
* unit tests for lognormal distribution by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/71
* Unit test for Boltzmann distribution by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/70
* Unit tests for exponential distribution by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/68
* Unit tests for Weibull distribution by Qazalbash in https://github.com/Qazalbash/jaxampler/pull/67

New Contributors
* Qazalbash made their first contribution in https://github.com/Qazalbash/jaxampler/pull/20
* mahausmani made their first contribution in https://github.com/Qazalbash/jaxampler/pull/55

**Full Changelog**: https://github.com/Qazalbash/jaxampler/compare/v0.0.4...v0.0.5

The main changes are to modify the samplers for multivariate pdfs and allow shaped arrays to be passed as arguments to `rvs`.
What's change
- Change in accept reject sampler to sample multivariate distribution by Qazalbash 9
- Change the design of `rvs` and the return type by Qazalbash 10
- Broadcast arrays added by Qazalbash 11

**Full Changelog**: https://github.com/Qazalbash/jaxampler/compare/v0.0.3...v0.0.4

First release for automatic publication to pypi.

**Full Changelog**: https://github.com/Qazalbash/jaxampler/compare/v0.0.2...v0.0.3