Meesum Qazalbash

Normalizing Flow MCMC

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# Description It would be great to have Normalizing Flow MCMC method. ## Paper reference - [Adaptive Monte Carlo augmented with normalizing flows](https://arxiv.org/abs/2105.12603) - [Efficient Bayesian Sampling Using Normalizing Flows...

List of Pakistan is outdated!

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I changed my username last year. It is still showing the old one.

I used this shell script to clean the directory, may be this could help others. ```bash #!/usr/bin/env bash for f in *; do if [ -d "$f/Accepted" ]; then cd...

Different supports in component distributions for mixture models

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Fixes #1780.

[FR] Support for different supports in component distributions for mixture models

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# Description I am submitting a feature request to enhance the capabilities of Numpyro in handling mixture models with component distributions having different supports. Currently, when attempting to construct a...

In features correct the spelling of perspective.

Truncated Power Law Distributions

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This PR contains the implementation of Power Law distributions, that fixes #1806. There are two different types of power law implementations based on their truncation. 1. `DoublyTruncatedPowerLaw` 2. `LowerTruncatedPowerLaw` They...

# Description I miss truncated power law distribution in NumPyro alot. I have implemented them on side for my own use. I was thinking if we could add them to...

Zed doesn't remember the last opened terminal

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### Check for existing issues - [X] Completed ### Describe the bug / provide steps to reproduce it You can reproduce the bug by, 1. Open a terminal, using shortcut...

Validating flowMC Results on Unlabeled Data

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Hi there, I'm running some analysis on unlabeled data and I'm wondering how I can make sure the results are accurate. Since there's no ground truth or labeled information, it's...