x1zzdev

x1zzdev/Xazz

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

37 good first / help-wanted issues · Rust · last activity Sep 1, 2026

11 stars 0 forks 11 watchers Rust Apache License 2.0

data-engineering data-pipeline deep-learning differential-privacy machine-learning polars rust

37 Open Issues Need Help Last updated: Sep 1, 2026

Open Issues Need Help

View All on GitHub

docs: refresh the Japanese and Chinese README translations 14 days ago

documentation help wanted

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

ci: compile-check the wgpu backend on pull requests 14 days ago

good first issue github_actions rust

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

docs(security): document what happens to a stale DP reservation settle 14 days ago

documentation good first issue security

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

emitter: fail compilation on a per-column vocab mismatch instead of panicking 14 days ago

good first issue scale:ml rust

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

docs(examples): add an index README for examples/ 14 days ago

documentation good first issue

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

fix(visual-ide): show when the policy TTL failed to load 14 days ago

good first issue scale:ecosystem javascript

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

fix(visual-ide): tell "resource lookup failed" apart from "no record" 14 days ago

good first issue scale:ecosystem javascript

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

refactor(visual-ide): share the history pagination control 14 days ago

good first issue scale:ecosystem javascript

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

docs(bench): account for runner startup in the benchmark method 14 days ago

documentation good first issue scale:data

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

docs(emitter): document the files generated predict code needs 14 days ago

documentation good first issue rust

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

cli: make --tenant on single-token servers less surprising 14 days ago

documentation good first issue rust

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

cli: let registry deploy read a policy from stdin or the default file 14 days ago

enhancement good first issue rust

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

docs(server): fill in the REST API reference 14 days ago

documentation good first issue scale:platform

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

test(cli): cover project-name validation in src/project.rs 14 days ago

good first issue security rust

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

ci: run scripts/smoke_examples.py on pull requests 14 days ago

good first issue chore github_actions

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

docs(license): Apache-2.0 NOTICE와 서드파티 고지 추가 22 days ago

documentation good first issue security

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

test: golden test for xazz import schema inference 22 days ago

good first issue rust

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

docs: figure에 하드코딩된 React 18 문구 정정 22 days ago

documentation good first issue javascript

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

test: parsing tests for xazz-stdlib modules 22 days ago

good first issue rust

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

docs: guardrail rule catalog table (XZP000..XZP999) 22 days ago

documentation good first issue security

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

docs: figure sources (mermaid) and how to regenerate 22 days ago

documentation good first issue

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

test: smoke script that runs every example under examples/ 22 days ago

good first issue help wanted

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

docs: add GLOSSARY.md (type, Typed IR, guardrail, DP, ...) 22 days ago

documentation good first issue

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

cli: add examples to subcommand --help 22 days ago

good first issue rust

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

docs: per-crate test cheat sheet in CONTRIBUTING 22 days ago

documentation good first issue

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

docs: a gallery of xazz check diagnostics 22 days ago

documentation good first issue

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

docs: add a 'common errors and fixes' section to DEMO_GUIDE 22 days ago

documentation good first issue

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

examples: minimal 'hello xazz' pipeline with README 22 days ago

documentation good first issue scale:ecosystem

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

chore: fix pre-existing clippy warnings (dead code + unused imports) 22 days ago

good first issue help wanted chore

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

test(server): add regression test for /schema upload size limit 22 days ago

good first issue help wanted security

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

docs: document polars_text single-location text mapping in ARCHITECTURE.md 22 days ago

documentation good first issue

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

docs: WORKSPACE.md의 삭제된 predict.rs 참조 정정 22 days ago

documentation good first issue

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

chore: .editorconfig 추가 22 days ago

good first issue chore

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

Track G: 다국어 문서 확장 (README_ja / README_zh + 번역 가이드) 22 days ago

documentation good first issue scale:ecosystem

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

Track G: 정기 릴리스와 기여 가이드 정비 22 days ago

documentation help wanted scale:ecosystem

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

test(visual-ide): add unit tests for stdoutParser.js marker formats about 1 month ago

enhancement good first issue help wanted

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust

docs: document the xazz run --opt (IR optimization) flag in README about 1 month ago

documentation good first issue help wanted

11

Xazz — a Rust-based AI pipeline DSL that unifies Polars preprocessing, Burn deep-learning compilation, and static security guardrails in a single script. Compile-time null/type safety, zero-copy Arrow→Burn tensors, differential privacy, and a SHA-256 audit log. Built from scratch in Rust.

Rust

#data-engineering#data-pipeline#deep-learning#differential-privacy#machine-learning#polars#rust