pymc good first issues (Python)

Increase support for batched multivariate distributions 4 days ago

enhancements help wanted

pymc-devs/pymc

9.7K

Bayesian Modeling and Probabilistic Programming in Python

Python

#bayesian-inference#mcmc#probabilistic-programming#pytensor#python#statistical-analysis#variational-inference

Add PyArrow backend 11 days ago

enhancements help wanted

pymc-devs/pymc

9.7K

Bayesian Modeling and Probabilistic Programming in Python

Python

#bayesian-inference#mcmc#probabilistic-programming#pytensor#python#statistical-analysis#variational-inference

Compute only dependent logp in step samplers 15 days ago

enhancements help wanted samplers

pymc-devs/pymc

9.7K

Bayesian Modeling and Probabilistic Programming in Python

Python

#bayesian-inference#mcmc#probabilistic-programming#pytensor#python#statistical-analysis#variational-inference

Add icdf functions for distributions about 1 month ago

beginner friendly help wanted hackathon

pymc-devs/pymc

9.7K

Bayesian Modeling and Probabilistic Programming in Python

Python

#bayesian-inference#mcmc#probabilistic-programming#pytensor#python#statistical-analysis#variational-inference

Speed up test times :rocket: 3 months ago

help wanted

pymc-devs/pymc

9.7K

Bayesian Modeling and Probabilistic Programming in Python

Python

#bayesian-inference#mcmc#probabilistic-programming#pytensor#python#statistical-analysis#variational-inference

Make examples notebooks more prominent on page 3 months ago

docs beginner friendly help wanted

pymc-devs/pymc

9.7K

Bayesian Modeling and Probabilistic Programming in Python

Python

#bayesian-inference#mcmc#probabilistic-programming#pytensor#python#statistical-analysis#variational-inference

Implement `entropy` dispatches for distributions 3 months ago

request discussion feature request help wanted

pymc-devs/pymc

9.7K

Bayesian Modeling and Probabilistic Programming in Python

Python

#bayesian-inference#mcmc#probabilistic-programming#pytensor#python#statistical-analysis#variational-inference

BUG: `pm.sample_posterior_predictive` discards new results when `extend_inferencedata=True` and `posterior_predictive` group already exists 3 months ago

bug help wanted trace-backend

pymc-devs/pymc

9.7K

Bayesian Modeling and Probabilistic Programming in Python

Python

#bayesian-inference#mcmc#probabilistic-programming#pytensor#python#statistical-analysis#variational-inference

Check idata dims/coords for consistency before sampling begins 5 months ago

beginner friendly shape problem maintenance help wanted hackathon

pymc-devs/pymc

9.7K

Bayesian Modeling and Probabilistic Programming in Python

Python

#bayesian-inference#mcmc#probabilistic-programming#pytensor#python#statistical-analysis#variational-inference

Implement more Dims distributions 5 months ago

help wanted hackathon dims

pymc-devs/pymc

9.7K

Bayesian Modeling and Probabilistic Programming in Python

Python

#bayesian-inference#mcmc#probabilistic-programming#pytensor#python#statistical-analysis#variational-inference

Fail tests with unexpected warnings 7 months ago

beginner friendly tests maintenance help wanted

pymc-devs/pymc

9.7K

Bayesian Modeling and Probabilistic Programming in Python

Python

#bayesian-inference#mcmc#probabilistic-programming#pytensor#python#statistical-analysis#variational-inference

`TestPopulationSamplers` started failing in the CI 8 months ago

bug help wanted Github CI/CD

pymc-devs/pymc

9.7K

Bayesian Modeling and Probabilistic Programming in Python

Python

#bayesian-inference#mcmc#probabilistic-programming#pytensor#python#statistical-analysis#variational-inference

Deprecation warning from cachetools v7 8 months ago

help wanted dependencies

pymc-devs/pymc

9.7K

Bayesian Modeling and Probabilistic Programming in Python

Python

#bayesian-inference#mcmc#probabilistic-programming#pytensor#python#statistical-analysis#variational-inference

pymc-devs/pymc

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