Contributor Issue Tracker for PyData Global Sprint

[lmmx]

Issue with current documentation:

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Idea or request for content:

Beginner friendly issues

Here are the beginner friendly issues for pytensor, most recently updated first

Click to show the gh CLI command to generate it

CHECK_OFF=() &&
gh issue list --repo pymc-devs/pymc --limit=100 --label "beginner friendly" --json number,title,labels,updatedAt,url --state open | 
jq -r 'sort_by(.updatedAt) | reverse | .[] | [.number, .title, .url] | @tsv' | 
awk -v checkList="$(printf ':%s:' "${CHECK_OFF[@]}")" -F"\t" '{
    match(checkList, ":" $1 ":");
    printf "- [%s] [%d: %s](%s)\n", (RLENGTH > 0) ? "x" : " ", $1, $2, $3;
}'

• 7041: Report divergences from JAX samplers
• 7009: Deprecate SumTo1 Transform
• 7003: Implement logcdf for TruncatedNormal
• 6811: Rectify Return type hint
• 6986: Remove NormalMixture comp_shape kwarg
• 6985: Implement __copy__ and __deepcopy__ model methods
• 5537: Add PyMC-centric examples to commonly used pm.math functions
• 5358: Add Type Hints to distribution parameters
• 6841: ENH: Improve debug docs and function helpers
• 6612: Add icdf functions for distributions
• 6686: Implement logcdf for Truncated and Censored distributions
• 6408: Fail tests with unexpected warnings
• 6534: Make examples notebooks more prominent on page
• 5791: Infer dims & coords from xarray variables passed to pm.Data
• 6492: README: for new contributors to PyMC and/or open source
• 5678: Add VI to float32 test suit
• 4007: Documentation: Create a tutorial demonstrating vector variables
• 6479: Move slightly duplicated RVs to PyTensor
• 5263: SMC sample_stats cannot be saved to netcdf
• 5460: Update example gallery style and formatting
• 5459: Update docstrings for better rendering on website and numpydoc compliance
• 6107: Consider removing old shape handling functions
• 5729: Add short doc on how to create Aesara Ops for intermediate graph operations
• 4657: Introduce pm.config or rcParams for global & local config settings
• 4414: Put constructor parameter docstring into init docstrings

Help wanted issues

Here are the beginner friendly issues for pytensor, most recently updated first

Click to show the gh CLI command to generate it

CHECK_OFF=() &&
gh issue list --repo pymc-devs/pymc --limit=100 --label "help wanted" --json number,title,labels,updatedAt,url --state open | 
jq -r 'sort_by(.updatedAt) | reverse | .[] | [.number, .title, .url] | @tsv' | 
awk -v checkList="$(printf ':%s:' "${CHECK_OFF[@]}")" -F"\t" '{
    match(checkList, ":" $1 ":");
    printf "- [%s] [%d: %s](%s)\n", (RLENGTH > 0) ? "x" : " ", $1, $2, $3;
}'

• 6811: Rectify Return type hint
• 6697: CheckParameterValues not replaced in inner graphs
• 6656: Plot GP dist test is flaky
• 6908: Unify distributions/transform.py and logprob/transform.py
• 5383: Increase support for batched multivariate distributions
• 6854: DOC: pm.sampling.jax functions are not included in PyMC docs
• 6612: Add icdf functions for distributions
• 6660: Upload to codecov only once all_tests are run
• 5308: Refactor old Distribution base class
• 6812: Add core notebook on sample_posterior_predictive for out-of-model predictions
• 6803: Add rewrite for Mixture when comp_dists can be "fused"
• 6095: Doc string terminology for unnamed distributions created via .dist()
• 6757: Numpyro sampler nuts_kwargs can't be passed from sample
• 6675: Get rid of floatX calls inside distributions
• 6408: Fail tests with unexpected warnings
• 6534: Make examples notebooks more prominent on page
• 6098: Implement DiffTransform for RandomWalk distributions
• 6349: Rewrite to remove normalization constants from logp graph
• 6252: Refactor sampler warnings to a serializable data structure
• 5160: v4 <-> InferenceData integration
• 5682: RuntimeWarning: overflow encountered in _beta_ppf
• 6107: Consider removing old shape handling functions
• 5797: Refactor step methods to use their own random stream
• 5828: SMC progressbar is brittle
• 5884: Refactor EmpiricalGroup to take InferenceData inputs
• 5749: Refactor KL divergence distance for Simulator
• 5674: Implement default_transform and transform argument for distributions
• 4657: Introduce pm.config or rcParams for global & local config settings
• 5453: Only sample using a single thread when sampling multiple chains in parallel
• 5427: Clean up documentation build warnings
• 5256: Compile single function in InferenceDataConverter._extract_log_likelihood
• 4954: Investigate failing test test_parallel_sampling.py::test_abort

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