Qazalbash/jaxampler

Issues

• Add `verbose`

  #52 opened 8 months ago by Qazalbash
  0

• Lack of standard nomenclature among similar classes

  #54 opened 8 months ago by Qazalbash
  0

• Statistical measures like mean, median and other higher order measures for different distribution

  #60 opened 8 months ago by Qazalbash
  0

• Integer arguments causing `OverflowError: cannot convert float infinity to integer`

  #69 opened 8 months ago by Qazalbash
  0

• Parallelize over multiple devices

  #21 opened 9 months ago by Qazalbash
  0

• Standard format for tqdm progress bars

  #41 opened 9 months ago by Qazalbash
  0

• Wiki-page or Project page

  #33 opened 9 months ago by Qazalbash
  0

• Technical Diagram

  #12 opened 9 months ago by Qazalbash
  2

• Algorithm Classification and User Interaction Improvement

  #32 opened a year ago by Qazalbash
  1

• Proposal to add Slice Sampler

  #40 opened a year ago by Qazalbash
  1

• Proposal to add Hamiltonian Monte Carlo

  #38 opened a year ago by Qazalbash
  1

• Porposal to add Multiple-try Metropolis

  #37 opened a year ago by Qazalbash
  1

• Proposal to add Metropolis-adjusted Langevin algorithm

  #36 opened a year ago by Qazalbash
  1

• Proposal to add Worm Algorithm

  #31 opened a year ago by Qazalbash
  1

• Proposal to add Wang-Landau Sampling

  #30 opened a year ago by Qazalbash
  1

• Proposal to add Variational Inference

  #29 opened a year ago by Qazalbash
  1

• Add No U-Turn Sampler (NUTS) [Adaptation of HMC]

  #49 opened a year ago by Qazalbash
  1

• Proposal to add Sequential Monte Carlo

  #28 opened a year ago by Qazalbash
  2

• Add Gibbs Sampler

  #8 opened a year ago by Qazalbash
  1

• Proposal to add Model Mixing

  #13 opened a year ago by Qazalbash
  1

• Module not found after freshly installation

  #96 opened a year ago by Qazalbash
  0

• Expression Tree to evaluate the algebraic combination of `rvs`

  #92 opened a year ago by Qazalbash
  0

• To generate a model by using various distributions

  #72 opened a year ago by zeeshan5885
  3

• Single type for Random Variables

  #93 opened a year ago by Qazalbash
  0

• Factory method for `xxf` function to overcome the decision of using `xxf_x` and `xxf_v`

  #89 opened a year ago by Qazalbash
  0

• `rvs` function contains unnecessary details which can be abstracted away!

  #77 opened a year ago by Qazalbash
  0

• Location–scale family of `jaxampler.rvs`

  #73 opened a year ago by Qazalbash
  1

• Incorrect implementation of `rvs.Triangular.logcdf_x`

  #59 opened a year ago by mahausmani
  1

• Optimize using `lax`

  #6 opened a year ago by Qazalbash
  1

• Proposal to pass shapes instead of number in `rvs`

  #14 opened a year ago by Qazalbash
  0

• Proposal to vectorize numerical function using `vmap`

  #15 opened a year ago by Qazalbash
  0

• Numerical functions for point values

  #18 opened a year ago by Qazalbash
  1

• Point and vectroized numerical functions

  #19 opened a year ago by Qazalbash
  0

• broadcast numerical types to `jnp.array` for flexible shapes

  #11 opened a year ago by Qazalbash
  0

• Multivariate realizations result

  #10 opened a year ago by Qazalbash
  1

• Proposal to add Importance Sampling

  #22 opened a year ago by Qazalbash
  0

• Generalized `MetropolisHastingSampler` for random variables provided by `jaxampler`

  #16 opened a year ago by Qazalbash
  0

• Accept Reject sampler not working for multivariate pdfs

  #9 opened a year ago by Qazalbash
  0

• Add Metropolis/Metropolis-Hastings Sampler

  #7 opened a year ago by Qazalbash
  0

• Generalized Monte Carlo Integration

  #25 opened a year ago by Qazalbash
  0

• Proposal to add Monte Carlo Integration

  #17 opened a year ago by Qazalbash
  0

• `rvs.Binomial.cdf_x` is not working as expected for shaped `n`

  #56 opened a year ago by mahausmani
  1

• Incompatible method overriding

  #48 opened a year ago by Qazalbash
  1

• JAX operations are for `ArrayLike` objects but we are passing `Numeric` typed objects

  #50 opened a year ago by Qazalbash
  0

• Incompatible types in static type analysis using `pyright`

  #47 opened a year ago by Qazalbash
  0

• Use pre-commit hooks for CI

  #46 opened a year ago by Qazalbash
  0

• Shapes of parameter is not influencing the `rvs` of a random variable (distribution)

  #43 opened a year ago by Qazalbash
  0

• Broadcasting arrays making objects heavy

  #42 opened a year ago by Qazalbash
  0

• Migrate from `setup.py` to standard python package builder.

  #34 opened a year ago by Qazalbash
  0

• Find better PRNs or PRNs Generator

  #5 opened a year ago by Qazalbash
  1