jax-ml/jax has 358,273 source lines of code out of 450,891 total lines across 1,157 files, counted from the main ref at commit b13f30b1ae90 by the OctoCounts tokei engine on 2026-10-21. The report is cached by commit, tokei version, and analysis options, so recounting the same revision returns exactly these numbers.
As of 2026-10-21 (commit b13f30b1ae90), jax-ml/jax contains 450,891 total lines: 358,273 code, 44,685 comments, 47,933 blank, across 1,157 files in 20 languages (top: Python 81.1%). Custom configuration (tests excluded, docs excluded, generated excluded). Counted with tokei via OctoCounts.
OctoCounts produced this report by resolving jax-ml/jax to commit b13f30b1ae90, downloading the repository source archive, and counting every source file with tokei, the open-source line counter written in Rust. The table below breaks the count down by programming language into files, total lines, code lines, comment lines, and blank lines, so the figures can be compared across languages and projects. Results are cached by commit, tokei version, and analysis options, so counting the same revision again reproduces exactly these numbers.
This is a large codebase by counted code lines. Code represents 79.5% of all lines, comments represent 9.9%, and the repository averages 310 code lines per file. Python accounts for 81.1% of counted code.
| Language | Files | Lines | Code | Comments | Blanks |
|---|---|---|---|---|---|
| Python | 767 | 352341 | 290394 | 24723 | 37224 |
| C++ | 130 | 54617 | 44964 | 4398 | 5255 |
| Bazel | 70 | 14942 | 12700 | 1163 | 1079 |
| C Header | 101 | 11521 | 7115 | 2562 | 1844 |
| Shell | 27 | 3071 | 1746 | 950 | 375 |
| Jupyter Notebooks | 6 | 573 | 423 | 67 | 83 |
| C | 2 | 253 | 168 | 46 | 39 |
| TOML | 8 | 194 | 148 | 29 | 17 |
| FlatBuffers Schema | 1 | 216 | 147 | 35 | 34 |
| YAML | 4 | 146 | 144 | 2 | 0 |
| Protocol Buffers | 4 | 186 | 142 | 14 | 30 |
| CUDA | 1 | 135 | 80 | 45 | 10 |
Top language (Python 81.1%). Generated at .
jax-ml/jax has 450,891 total lines, including 358,273 code lines, 44,685 comment lines, and 47,933 blank lines.
OctoCounts resolved the public GitHub repository to commit b13f30b1ae90, downloaded the source archive, counted it with tokei, and cached the report by commit, tokei version, and analysis options.
This OctoCounts report was generated from main at commit b13f30b1ae90 on 2026-10-21T03:05:32.078030789+00:00.
Other public repositories with an OctoCounts report, ranked by top language and code size similarity:
Play the growth animation for jax-ml/jax on this page — 358,273 code lines across 12 languages, counted by tokei.