meta-python-ai
This Yocto layer contains artificial intelligence / machine learning related Python module recipes. This Yocto layer is also the continuation and extension of the recently archived/discontinued meta-scipy and meta-scikit-learn layers. It supports Yocto 4.2 Mickledore and newer releases.
Git repository
https://github.com/zboszor/meta-python-ai.git web repo
Last commit: 4 weeks, 2 days ago (scarthgap branch)
Dependencies
The meta-python-ai layer depends upon:
| Recipe name | Version | Description |
|---|---|---|
| apache-arrow | 17.0.0 | Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing |
| blosc | 1.21.6 | High performance compressor optimized for binary data |
| cfitsio | 4.4.1 | Library for manipulating FITS data files |
| erfa | 2.0.1 | Essential Routines for Fundamental Astronomy. |
| libaec | 1.1.3 | Adaptive Entropy Coding library |
| openblas | 0.3.28 | OpenBLAS : An optimized BLAS library |
| python3-aiobotocore | 2.13.2 | Async client for aws services using botocore and aiohttp |
| python3-aioitertools | 0.11.0 | Itertools and builtins for AsyncIO and mixed iterables |
| python3-asdf | 3.4.0 | Python implementation of the ASDF Standard |
| python3-asdf-astropy | 0.6.1 | ASDF serialization support for astropy |
| python3-asdf-coordinates-schemas | 0.3.0 | ASDF schemas for coordinates |
| python3-asdf-standard | 1.1.1 | The ASDF Standard schemas |
| python3-asdf-transform-schemas | 0.5.0 | ASDF schemas for transforms |
| python3-astropy | 6.1.2 | Astronomy and astrophysics core library |
| python3-astropy-iers-data | 0.2024.8.19.0.32.16 | IERS Earth Rotation and Leap Second tables for the astropy core package |
| python3-astunparse | 1.6.3 | An AST unparser for Python |
| python3-av | 12.3.0 | Pythonic bindings for FFmpeg's libraries. |
| python3-awscli | 1.33.13 | Universal Command Line Environment for AWS. |
| python3-basic-colormath | 0.2.0 | Salvaged colormath |
| python3-beniget | 0.4.2.post1 | A static analyzer for Python2 and Python3 code |
| python3-bleach | 6.1.0 | An easy safelist-based HTML-sanitizing tool. |
| python3-blosc | 1.11.2 | Blosc data compressor |
| python3-bokeh | 3.5.1 | Interactive plots and applications in the browser from Python |
| python3-boto3 | 1.34.131 | Amazon Web Services API |
| python3-botocore | 1.34.131 | The low-level, core functionality of boto 3. |
| python3-bottleneck | 1.4.0 | Fast NumPy array functions written in C |
| python3-bytetrack | 0.0.1 | ByteTrack: Multi-Object Tracking by Associating Every Detection Box |
| python3-cfgv | 3.4.0 | Validate configuration and produce human readable error messages. |
| python3-cloudpickle | 3.0.0 | Extended pickling support for Python objects |
| python3-contourpy | 1.2.1 | Python library for calculating contours of 2D quadrilateral grids |
| python3-crick | 0.0.6 | High performance approximate and streaming algorithms |
| python3-cython-bbox | 0.1.5 | cython_bbox is widely used in object detection tasks |
| python3-dask | 2024.8.1 | Parallel PyData with Task Scheduling |
| python3-dask-expr | 1.11.1 | High Level Expressions for Dask |
| python3-dataclasses-json | 0.6.7 | Easily serialize dataclasses to and from JSON |
| python3-distributed | 2024.8.1 | Distributed scheduler for Dask |
| python3-dunamai | 1.22.0 | Dynamic version generation |
| python3-extension-helpers | 1.1.1 | Utilities for building and installing packages with compiled extensions |
| python3-falcon | 3.1.3 | The Falcon Web Framework |
| python3-falcon-auth | 1.1.0 | The Falcon Web Framework |
| python3-falcors | 2.0.0 | Falcon CORS middlware |
| python3-fire | 0.6.0 | A library for automatically generating command line interfaces. |
| python3-fsspec | 2024.6.1 | File-system specification |
| python3-heapdict | 1.0.1 | A heap with decrease-key and increase-key operations |
| python3-identify | 2.6.0 | File identification library for Python |
| python3-imagecodecs | 2024.6.1 | Image transformation, compression, and decompression codecs |
| python3-imageio-ffmpeg | 0.5.1 | FFMPEG wrapper for Python |
| python3-imread | 0.7.6 | imread: Image reading library |
| python3-imutils | 0.5.4 | A series of convenience functions to make basic image processing functions such as translation, rotation, resizing, skeletonization, displaying Matplotlib images, sorting contours, detecting edges, an |
| python3-jplephem | 2.22 | Use a JPL ephemeris to predict planet positions. |
| python3-jsondiff | 2.2.0 | Diff JSON and JSON-like structures in Python |
| python3-keyboard | 0.13.5 | Hook and simulate keyboard events |
| python3-kornia | 0.7.3 | Open Source Differentiable Computer Vision Library for PyTorch |
| python3-kornia-rs | 0.1.5 | Low level implementations for computer vision in Rust |
| python3-lapx | 0.5.9.post1 | Linear Assignment Problem solver (LAPJV/LAPMOD). |
| python3-lazy-loader | 0.4 | lazy_loader |
| python3-llvmlite | 0.43.0 | lightweight wrapper around basic LLVM functionality |
| python3-locket | 1.0.0 | File-based locks for Python on Linux and Windows |
| python3-loguru | 0.7.2 | Fast, Extensible Progress Meter |
| python3-motmetrics | 1.4.0 | Metrics for multiple object tracker benchmarking. |
| python3-namegenerator | 1.0.6 | Generate Random Names for anything |
| python3-nodeenv | 1.9.1 | Node.js virtual environment builder |
| python3-numba | 0.60.0 | compiling Python code using LLVM |
| python3-numcodecs | 0.13.0 | A Python package providing buffer compression and transformation codecs for use |
| python3-oldest-supported-numpy | 2023.12.21 | Meta-package that provides the oldest NumPy that supports a given Python version and platform. |
| python3-onemetric | 0.1.2 | Metrics Library to Evaluate Machine Learning Algorithms in Python |
| python3-onnx | 1.16.2 | Open Neural Network Exchange |
| python3-partd | 1.4.2 | Appendable key-value storage |
| python3-patchelf | 0.17.2.1 | A small utility to modify the dynamic linker and RPATH of ELF executables. |
| python3-pcodec | 0.2.0 | Good compression for numerical sequences |
| python3-poetry-dynamic-versioning | 1.4.0 | Easily serialize dataclasses to and from JSON |
| python3-pre-commit | 3.8.0 | A framework for managing and maintaining multi-language pre-commit hooks. |
| python3-pyarrow | 17.0.0 | |
| python3-pydub | 0.25.1 | Manipulate audio with an simple and easy high level interface |
| python3-pyerfa | 2.0.1.1 | Python bindings for ERFA |
| python3-pythran | 0.16.1 | Ahead of Time compiler for numeric kernels |
| python3-pytorch | 2.4.1 | Tensors and Dynamic neural networks in Python with strong GPU acceleration |
| python3-pywavelets | 1.6.0 | PyWavelets, wavelet transform module |
| python3-pyxdg | 0.28 | PyXDG is a python library to access freedesktop.org standards |
| python3-s3fs | 2024.6.1 | Convenient Filesystem interface over S3 |
| python3-s3transfer | 0.10.2 | An Amazon S3 Transfer Manager |
| python3-scikit-image | 0.24.0 | Image processing in Python |
| python3-scikit-learn | 1.4.2 | A set of python modules for machine learning and data mining |
| python3-scipy | 1.14.1 | SciPy: Scientific Library for Python |
| python3-seaborn | 0.13.2 | Statistical data visualization |
| python3-setuptools-git-versioning | 2.0.0 | Use git repo data for building a version number according PEP-440 |
| python3-shapely | 2.0.6 | Manipulation and analysis of geometric objects |
| python3-tblib | 3.0.0 | Traceback serialization library. |
| python3-threadpoolctl | 3.5.0 | Python helpers to limit the number of threads used in native libraries that handle their own internal threadpool (BLAS and OpenMP implementations) |
| python3-tifffile | 2024.8.10 | Read and write TIFF files |
| python3-tinycss2 | 1.3.0 | A tiny CSS parser |
| python3-tomlkit | 0.13.2 | Style preserving TOML library |
| python3-torchvision | 0.19.1 | Datasets, Transforms and Models specific to Computer Vision |
| python3-types-dataclasses | 0.6.6 | Typing stubs for dataclasses |
| python3-types-pillow | 10.2.0.20240520 | Typing stubs for Pillow |
| python3-typing-inspect | 0.9.0 | Runtime inspection utilities for typing module |
| python3-ukkonen | 1.0.1 | Implementation of bounded Levenshtein distance (Ukkonen) |
| python3-ultralytics | 8.2.97 | Ultralytics YOLOv8 for SOTA object detection, multi-object tracking, instance segmentation, pose estimation and image classification. |
| python3-ultralytics-thop | 2.0.0 | Ultralytics THOP package for fast computation of PyTorch model FLOPs and parameters. |
| python3-xyzservices | 2024.6.0 | Source of XYZ tiles providers |
| python3-yolov5 | 7.0.12 | Packaged version of the Yolov5 object detector |
| python3-zarr | 2.18.2 | An implementation of chunked, compressed, N-dimensional arrays for Python |
| python3-zict | 3.0.0 | Mutable mapping tools |
| python3-zopeevent | 5.0 | The zope.event package provides a simple event system |
| sleef | 3.6.1 | SIMD Library for Evaluating Elementary Functions, vectorized libm and DFT |
| utf8proc | 2.9.0 | A clean C library for processing UTF-8 Unicode data |
| xsimd | 13.0.0 | C++ wrappers for SIMD intrinsics and parallelized, optimized mathematical functions (SSE, AVX, AVX512, NEON, SVE) |