Beginner Friendly Issue Tracker for PyData Global Sprint

[jessegrabowski]

Issue with current documentation:

This is a collection place for beginner friendly issues that we can point participants to

Idea or request for content:

No response

[lmmx]

Beginner friendly issues

Here are the beginner friendly issues for pytensor, most recently updated first (which is this issue!)

Click to show the gh CLI command to generate it

CHECK_OFF=(534 471 462) &&
gh issue list --repo pymc-devs/pytensor --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;
}'

• 534: Beginner Friendly Issue Tracker for PyData Global Sprint
• 395: Revert patch for index underflow after location 127 when mode=JAX
• 334: Remove MaxAndArgmax Op
• 153: Issue template doesn't render details tags properly
• 65: Remove list_of_nodes in favor of similar applys_between
• 24: DOC: Remove & replace links to the (nonexistent) GitHub Wiki
• 377: Remove TopKOp and related functionality
• 462: Add alias for logical function as called in numpy
• 479: Implement equivalent to numpy.nan_to_num
• 471: Optimize log1mexp(log1mexp(x)) -> x
• 453: Merge blas_scipy.py and blas.py
• 384: Test badge in Readme is not showing last test on main
• 378: Optimize reductions of broadcasting (alloc)
• 350: Move logsumexp to tensor.special
• 332: Make ifelse accessible at the root level
• 323: Move register_canonicalize and similar helpers to rewriting module
• 59: Optimize Sums of MakeVectors and Joins
• 55: Implement missing ufunc.outer functions for binary ops
• 223: Implement Rayleigh RV as a scaled Chi2
• 58: Canonicalize Subtensor slices

Help wanted issues

Here are the help wanted issues for pytensor, most recently updated first

Click to show the gh CLI command to generate it

CHECK_OFF=(534 471 462) &&
gh issue list --repo pymc-devs/pytensor --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;
}'

• 534: Beginner Friendly Issue Tracker for PyData Global Sprint
• 430: Vectorize follow-up
• 447: Deprecate test_value machinery
• 449: Use environment.yml (or something like that) in CI
• 378: Optimize reductions of broadcasting (alloc)
• 224: Fuse Composite Ops with CAReduce Ops in Numba/C backend
• 333: BUG: d3viz html template is not found after installation
• 305: Efficient Conv Ops were removed accidentally
• 299: Implement JAX and Numba dispatchers for ScalarLoop
• 264: Implement JAX conversion for Scan with mit-mot
• 247: Don't customize rewrite names
• 265: Implement JAX conversion for While Scan
• 180: Cache output of numba_funcify where possible
• 161: Add missing numba ops

[ricardoV94]

@lmmx I have updated the beginner-friendly labels in case you want to update the list above