Changelog

The MetaTF documentation is generated from the akida_examples repository.
It relies on Sphinx python documentation generator and GitHub Pages documentation for rendering.
Please refer to the repository release area for the full changelog.
MetaTF documentation previous versions
For reference, this documentation was generated using the following packages

absl-py==2.1.0, accelerate==1.11.0, aiohappyeyeballs==2.6.1, aiohttp==3.12.15, aiosignal==1.4.0, akida==2.18.1, akida_models==1.12.0, alabaster==1.0.0, array_record==0.8.1, asttokens==3.0.0, astunparse==1.6.3, attrs==25.3.0, audioread==3.0.1, autodocsumm==0.2.14, babel==2.17.0, blinker==1.4, Brotli==1.1.0, certifi==2025.1.31, cffi==2.0.0, charset-normalizer==3.4.1, cnn2snn==2.18.1, coloredlogs==15.0.1, contourpy==1.3.3, cryptography==3.4.8, cycler==0.12.1, datasets==4.1.1, dbus-python==1.2.18, decorator==5.2.1, dill==0.4.0, distro==1.7.0, distro-info==1.1+ubuntu0.2, dm-tree==0.1.9, docstring_parser==0.17.0, docutils==0.21.2, einops==0.8.1, etils==1.13.0, executing==2.2.1, filelock==3.13.1, flake8==4.0.1, flatbuffers==25.2.10, fonttools==4.60.0, frozenlist==1.7.0, fsspec==2024.6.1, gast==0.6.0, google-pasta==0.2.0, googleapis-common-protos==1.70.0, grpcio==1.71.0, h5py==3.13.0, hf-xet==1.1.10, httplib2==0.20.2, huggingface-hub==0.35.1, humanfriendly==10.0, idna==3.10, imagecorruptions-imaug==1.1.3, imageio==2.37.0, imagesize==1.4.1, imaug==0.4.2, immutabledict==4.2.1, importlib-metadata==4.6.4, importlib_resources==6.5.2, inflate64==1.0.3, ipython==9.6.0, ipython_pygments_lexers==1.1.1, jams==0.3.5, jedi==0.19.2, jeepney==0.7.1, Jinja2==3.1.4, joblib==1.5.2, jsonschema==4.25.1, jsonschema-specifications==2025.9.1, keras==3.9.0, keyring==23.5.0, kiwisolver==1.4.9, launchpadlib==1.10.16, lazr.restfulclient==0.14.4, lazr.uri==1.0.6, lazy_loader==0.4, libclang==18.1.1, librosa==0.11.0, llvmlite==0.45.0, Markdown==3.7, markdown-it-py==3.0.0, MarkupSafe==3.0.2, matplotlib==3.10.6, matplotlib-inline==0.2.1, mccabe==0.6.1, mdurl==0.1.2, mediapy==1.2.4, mir_eval==0.8.2, ml_dtypes==0.5.1, more-itertools==8.10.0, mpmath==1.3.0, msgpack==1.1.1, mtcnn==0.1.1, multidict==6.6.4, multiprocess==0.70.16, multivolumefile==0.2.3, namex==0.0.8, networkx==3.3, numba==0.62.0, numpy==2.1.3, nvidia-cublas-cu11==11.11.3.6, nvidia-cublas-cu12==12.5.3.2, nvidia-cuda-cupti-cu11==11.8.87, nvidia-cuda-cupti-cu12==12.5.82, nvidia-cuda-nvcc-cu12==12.5.82, nvidia-cuda-nvrtc-cu11==11.8.89, nvidia-cuda-nvrtc-cu12==12.5.82, nvidia-cuda-runtime-cu11==11.8.89, nvidia-cuda-runtime-cu12==12.5.82, nvidia-cudnn-cu11==9.1.0.70, nvidia-cudnn-cu12==9.3.0.75, nvidia-cufft-cu11==10.9.0.58, nvidia-cufft-cu12==11.2.3.61, nvidia-curand-cu11==10.3.0.86, nvidia-curand-cu12==10.3.6.82, nvidia-cusolver-cu11==11.4.1.48, nvidia-cusolver-cu12==11.6.3.83, nvidia-cusparse-cu11==11.7.5.86, nvidia-cusparse-cu12==12.5.1.3, nvidia-nccl-cu11==2.21.5, nvidia-nccl-cu12==2.23.4, nvidia-nvjitlink-cu12==12.5.82, nvidia-nvtx-cu11==11.8.86, oauthlib==3.2.0, onnx==1.19.0, onnx-ir==0.1.9, onnxruntime==1.19.2, onnxruntime_extensions==0.13.0, onnxscript==0.4.0, opencv-python==4.12.0.88, opencv-python-headless==4.12.0.88, opt_einsum==3.4.0, optimum==1.23.3, optree==0.14.1, packaging==24.2, pandas==2.3.2, parso==0.8.5, pexpect==4.9.0, pillow==11.0.0, pip==25.2, platformdirs==4.4.0, pooch==1.8.2, promise==2.3, prompt_toolkit==3.0.52, propcache==0.3.2, protobuf==5.29.3, psutil==7.1.0, ptyprocess==0.7.0, pure_eval==0.2.3, py7zr==1.0.0, pyarrow==21.0.0, pybcj==1.0.6, pycodestyle==2.8.0, pycparser==2.23, pycryptodomex==3.23.0, pyflakes==2.4.0, Pygments==2.19.1, PyGObject==3.42.1, PyJWT==2.3.0, pyparsing==2.4.7, pyppmd==1.2.0, python-apt==2.4.0+ubuntu4, python-dateutil==2.9.0.post0, pytz==2025.2, PyYAML==6.0.2, pyzstd==0.17.0, quantizeml==1.1.1, referencing==0.36.2, regex==2025.9.18, requests==2.32.3, rich==13.9.4, roman-numerals-py==3.1.0, rpds-py==0.27.1, safetensors==0.6.2, scikit-image==0.25.2, scikit-learn==1.7.2, scipy==1.16.2, SecretStorage==3.3.1, setuptools==76.0.0, setuptools-scm==9.2.2, shapely==2.1.1, simple-parsing==0.1.7, six==1.16.0, snowballstemmer==3.0.1, sortedcontainers==2.4.0, soundata==1.0.1, soundfile==0.13.1, soxr==1.0.0, Sphinx==8.2.3, sphinx-gallery==0.19.0, sphinx-rtd-theme==3.0.2, sphinx_design==0.6.1, sphinxcontrib-applehelp==2.0.0, sphinxcontrib-devhelp==2.0.0, sphinxcontrib-htmlhelp==2.1.0, sphinxcontrib-jquery==4.1, sphinxcontrib-jsmath==1.0.1, sphinxcontrib-qthelp==2.0.0, sphinxcontrib-serializinghtml==2.0.0, sphinxcontrib-video==0.4.1, stack-data==0.6.3, sympy==1.13.3, tenns_modules==0.3.0, tensorboard==2.19.0, tensorboard-data-server==0.7.2, tensorboardX==2.6.4, tensorflow==2.19.0, tensorflow-datasets==4.9.9, tensorflow-io-gcs-filesystem==0.37.1, tensorflow-metadata==1.17.2, termcolor==2.5.0, texttable==1.7.0, tf_keras==2.19.0, threadpoolctl==3.6.0, tifffile==2025.9.20, timm==1.0.20, tokenizers==0.20.3, toml==0.10.2, torch==2.7.0+cu118, torchinfo==1.8.0, torchvision==0.22.0+cu118, tqdm==4.67.1, traitlets==5.14.3, transformers==4.46.3, trimesh==4.8.2, triton==3.3.0, typing_extensions==4.15.0, tzdata==2025.2, unattended-upgrades==0.1, urllib3==2.3.0, wadllib==1.3.6, wcwidth==0.2.14, Werkzeug==3.1.3, wheel==0.45.1, wrapt==1.17.2, xxhash==3.5.0, yarl==1.20.1, zipp==1.0.0

MetaTF Beta

Beta releases are not intended for production use and may be unstable. They are provided to allow users to test new features and provide feedback.