What's new
==========

2021
----

2021/09/12
^^^^^^^^^^

*
  Jetson units are upgraded to JetPack 4.6 (L4T 32.6.1)


* 
  New Packages


  * ase: 3.22.0
  * astor: 0.8.1
  * autopage: 0.4.0
  * cytoolz: 0.11.0
  * jupyterlab-language-pack-ca-ES: 3.1.post0
  * jupyterlab-language-pack-cs-CZ: 3.1.post0
  * jupyterlab-language-pack-da-DK: 3.1.post0
  * jupyterlab-language-pack-de-DE: 3.1.post0
  * jupyterlab-language-pack-el-GR: 3.1.post0
  * jupyterlab-language-pack-es-ES: 3.1.post0
  * jupyterlab-language-pack-et-EE: 3.1.post0
  * jupyterlab-language-pack-fi-FI: 3.1.post0
  * jupyterlab-language-pack-fr-FR: 3.1.post0
  * jupyterlab-language-pack-he-IL: 3.1.post0
  * jupyterlab-language-pack-hu-HU: 3.1.post0
  * jupyterlab-language-pack-hy-AM: 3.1.post0
  * jupyterlab-language-pack-id-ID: 3.1.post0
  * jupyterlab-language-pack-it-IT: 3.1.post0
  * jupyterlab-language-pack-ja-JP: 3.1.post0
  * jupyterlab-language-pack-ko-KR: 3.1.post0
  * jupyterlab-language-pack-lt-LT: 3.1.post0
  * jupyterlab-language-pack-nl-NL: 3.1.post0
  * jupyterlab-language-pack-no-NO: 3.1.post0
  * jupyterlab-language-pack-pl-PL: 3.1.post0
  * jupyterlab-language-pack-pt-BR: 3.1.post0
  * jupyterlab-language-pack-ro-RO: 3.1.post0
  * jupyterlab-language-pack-ru-RU: 3.1.post0
  * jupyterlab-language-pack-tr-TR: 3.1.post0
  * jupyterlab-language-pack-uk-UA: 3.1.post0
  * jupyterlab-language-pack-vi-VN: 3.1.post0
  * jupyterlab-language-pack-zh-CN: 3.1.post0
  * jupyterlab-language-pack-zh-TW: 3.1.post0
  * jupyterlab-spreadsheet-editor: 0.6.0
  * keepalive: 0.5
  * onnx-tf: 1.9.0
  * SPARQLWrapper: 1.8.5
  * tensorboardX: 2.4
  * tf2onnx: 1.9.2

* 
  Downgraded Packages


  * laspy: 2.0.2 -> 1.7.1

* 
  Upgraded Packages


  * aiobotocore: 1.4.0 -> 1.4.1
  * anyio: 3.3.0 -> 3.3.1
  * argon2-cffi: 20.1.0 -> 21.1.0
  * astroid: 2.7.2 -> 2.7.3
  * beautifulsoup4: 4.9.3 -> 4.10.0
  * black: 21.7b0 -> 21.8b0
  * bleach: 4.0.0 -> 4.1.0
  * cliff: 3.8.0 -> 3.9.0
  * cloudpickle: 1.6.0 -> 2.0.0
  * colorlog: 5.0.1 -> 6.4.1
  * comet-ml: 3.14.1 -> 3.15.4
  * cryptography: 3.4.7 -> 3.4.8
  * cupy: 9.3.0 -> 9.4.0
  * dask: 2021.8.1 -> 2021.9.0
  * debugpy: 1.4.1 -> 1.4.3
  * decorator: 5.0.9 -> 5.1.0
  * distributed: 2021.8.1 -> 2021.9.0
  * docker: 5.0.0 -> 5.0.2
  * dulwich: 0.20.24 -> 0.20.25
  * earthengine-api: 0.1.279 -> 0.1.282
  * eodag-sentinelsat: 0.4.0 -> 0.4.1
  * everett: 2.0.0 -> 2.0.1
  * fsspec: 2021.7.0 -> 2021.8.1
  * gcsfs: 2021.7.0 -> 2021.8.1
  * geemap: 0.8.18 -> 0.9.0
  * geetools: 0.6.11 -> 0.6.14
  * GeoAlchemy2: 0.9.3 -> 0.9.4
  * glue-core: 1.2.0 -> 1.2.1
  * google-auth-oauthlib: 0.4.5 -> 0.4.6
  * google-cloud-storage: 1.42.0 -> 1.42.1
  * imageio-ffmpeg: 0.4.4 -> 0.4.5
  * importlib-metadata: 4.6.4 -> 4.8.1
  * ipydatagrid: 1.1.3 -> 1.1.5
  * ipyfilechooser: 0.4.4 -> 0.5.0
  * ipykernel: 6.2.0 -> 6.4.1
  * ipython: 7.26.0 -> 7.27.0
  * ipywidgets: 7.6.3 -> 7.6.4
  * jupyter-archive: 3.0.1 -> 3.0.3
  * jupyter-server: 1.10.2 -> 1.11.0
  * jupyterlab: 3.1.9 -> 3.1.11
  * jupyterlab-server: 2.7.2 -> 2.8.1
  * jupyterlab-spellchecker: 0.7.0 -> 0.7.1
  * jupyterlab-widgets: 1.0.0 -> 1.0.1
  * jupytext: 1.11.4 -> 1.12.0
  * keyring: 23.1.0 -> 23.2.0
  * kiwisolver: 1.3.1 -> 1.3.2
  * lark-parser: 0.11.3 -> 0.12.0
  * leafmap: 0.4.1 -> 0.4.2
  * matplotlib-inline: 0.1.2 -> 0.1.3
  * mlflow: 1.19.0 -> 1.20.2
  * msal: 1.13.0 -> 1.14.0
  * nbgitpuller: 0.10.2 -> 1.0.2
  * networkx: 2.6.2 -> 2.6.3
  * numcodecs: 0.9.0 -> 0.9.1
  * onnxmltools: 1.9.0 -> 1.9.1
  * openpyxl: 3.0.7 -> 3.0.8
  * orange-canvas-core: 0.1.21 -> 0.1.22
  * OWSLib: 0.24.1 -> 0.25.0
  * Pillow: 8.3.1 -> 8.3.2
  * planetary-computer: 0.3.0 -> 0.4.1
  * platformdirs: 2.2.0 -> 2.3.0
  * pluggy: 0.13.1 -> 1.0.0
  * pooch: 1.4.0 -> 1.5.1
  * prettytable: 2.1.0 -> 2.2.0
  * pygeos: 0.10.1 -> 0.10.2
  * pytest: 6.2.4 -> 6.2.5
  * python-box: 5.4.0 -> 5.4.1
  * qasync: 0.18.1 -> 0.21.0
  * QtPy: 1.10.0 -> 1.11.0
  * quilt3: 3.4.0 -> 3.5.0
  * rasterio: 1.2.6 -> 1.2.8
  * regex: 2021.8.21 -> 2021.8.28
  * ruamel.yaml: 0.17.14 -> 0.17.16
  * s3fs: 2021.8.0 -> 2021.8.1
  * scikit-image: 0.18.2 -> 0.18.3
  * setuptools: 57.4.0 -> 57.5.0
  * setuptools-scm: 6.0.1 -> 6.3.2
  * simplejson: 3.17.4 -> 3.17.5
  * smart-open: 5.2.0 -> 5.2.1
  * spacy-transformers: 1.0.4 -> 1.0.6
  * sparse: 0.12.0 -> 0.13.0
  * sqlparse: 0.4.1 -> 0.4.2
  * terminado: 0.11.1 -> 0.12.1
  * thinc: 8.0.8 -> 8.0.10
  * tifffile: 2021.8.8 -> 2021.8.30
  * torch-sparse: 0.6.11 -> 0.6.12
  * tqdm: 4.62.1 -> 4.62.2
  * traitlets: 5.0.5 -> 5.1.0
  * typing-extensions: 3.7.4.3 -> 3.10.0.2
  * voila: 0.2.10 -> 0.2.12
  * whitebox: 1.5.2 -> 2.0.3
  * whiteboxgui: 0.3.0 -> 0.5.0
  * wurlitzer: 3.0.0 -> 3.0.2
  * xarray-spatial: 0.2.7 -> 0.2.9
  * xyzservices: 2021.8.1 -> 2021.9.0
  * zarr: 2.8.3 -> 2.9.5



2021/08/22
^^^^^^^^^^


* CUDA support of PoCL is disabled on Jetson units due to compatibility issues
* 
  New Packages


  * platformdirs: 2.2.0

* 
  Removed Packages


  * fire: 0.4.0
  * keras2onnx: 1.7.0

* 
  Upgraded Packages


  * aiobotocore: 1.3.3 -> 1.4.0
  * astroid: 2.6.6 -> 2.7.2
  * catalogue: 2.0.5 -> 2.0.6
  * dask: 2021.8.0 -> 2021.8.1
  * distributed: 2021.8.0 -> 2021.8.1
  * earthengine-api: 0.1.278 -> 0.1.279
  * llvmlite: 0.37.0rc2 -> 0.37.0
  * Mako: 1.1.4 -> 1.1.5
  * morecantile: 2.1.2 -> 2.1.4
  * numba: 0.54.0rc3 -> 0.54.0
  * numcodecs: 0.8.1 -> 0.9.0
  * onnxconverter-common: 1.7.0 -> 1.8.1
  * onnxmltools: 1.7.0 -> 1.9.0
  * prompt-toolkit: 3.0.19 -> 3.0.20
  * pylint: 2.9.6 -> 2.10.2
  * pyresample: 1.20.0 -> 1.21.0
  * regex: 2021.8.3 -> 2021.8.21
  * ruamel.yaml: 0.17.11 -> 0.17.13
  * s3fs: 2021.7.0 -> 2021.8.0
  * simplejson: 3.17.3 -> 3.17.4
  * spacy: 3.1.1 -> 3.1.2
  * SQLAlchemy: 1.4.22 -> 1.4.23
  * stevedore: 3.3.0 -> 3.4.0
  * trimesh: 3.9.28 -> 3.9.29
  * wurlitzer: 2.1.1 -> 3.0.0

2021/08/01
^^^^^^^^^^

Regular platform update


* 
  Upgraded Languages


  * Python: 3.8.5 -> 3.8.10
  * Go: 1.16.3 -> 1.16.6
  * Scala: 2.12.12 -> 2.12.14
  * Octave: 6.2.0 -> 6.3.0

* 
  Upgraded Services


  * GeoServer: 2.18.2 -> 2.19.2
  * Gitea: 1.13.1 -> 1.14.5
  * Grafana: 7.3.6 -> 8.0.6
  * PostgreSQL: 12.6 -> 12.7
  * Prometheus: 2.24.0 -> 2.28.1
  * pgAdmin: 5.2 -> 5.5

* 
  New Packages


  * autobahn: 21.3.1
  * Automat: 20.2.0
  * charset-normalizer: 2.0.4
  * chex: 0.0.8
  * constantly: 15.1.0
  * distro: 1.6.0
  * fastscape: 0.1.0b0
  * fastscapelib-fortran: 2.8.2
  * hsluv: 5.0.2
  * hyperlink: 21.0.0
  * incremental: 21.3.0
  * ipyfastscape: 0.2.0
  * ipygany: 0.5.0
  * ipyurl: 0.1.2
  * jupytext: 1.11.4
  * markdown-it-py: 1.1.0
  * mdit-py-plugins: 0.2.8
  * optax: 0.0.9
  * pycairo: 1.20.1
  * scikit-build: 0.11.1
  * Twisted: 21.7.0
  * txaio: 21.2.1
  * vtk: 9.0.3
  * wslink: 0.2.0
  * xarray-simlab: 0.5.0
  * xyzservices: 2021.7.2
  * zope.interface: 5.4.0

* 
  Removed Packages


  * tensorboard-data-server: 0.6.1

* 
  Downgraded Packages


  * plotly: 5.1.0 -> 4.14.3
  * tensorboard: 2.5.0 -> 2.4.1

* 
  Upgraded Packages


  * aiobotocore: 1.3.1 -> 1.3.3
  * albumentations: 1.0.0 -> 1.0.3
  * anyio: 3.2.1 -> 3.3.0
  * arcgis: 1.8.5.post3 -> 1.9.0
  * astroid: 2.6.1 -> 2.6.6
  * astropy: 4.2.1 -> 4.3.post1
  * bleach: 3.3.0 -> 4.0.0
  * bokeh: 2.3.2 -> 2.3.3
  * boto3: 1.17.49 -> 1.17.106
  * botocore: 1.20.49 -> 1.20.106
  * bqplot: 0.12.29 -> 0.12.30
  * cf-units: 2.1.5 -> 3.0.1.post0
  * cffi: 1.14.5 -> 1.14.6
  * cftime: 1.2.1 -> 1.5.0
  * clustering-geodata-cubes: 0.3.0 -> 0.4.0
  * cmd2: 2.1.1 -> 2.1.2
  * comet-ml: 3.12.2 -> 3.13.2
  * Cython: 0.29.23 -> 0.29.24
  * dask: 2021.6.2 -> 2021.7.2
  * dask-labextension: 5.0.2 -> 5.1.0
  * debugpy: 1.3.0 -> 1.4.1
  * decorator: 4.4.2 -> 5.0.9
  * dictdiffer: 0.8.1 -> 0.9.0
  * distributed: 2021.6.2 -> 2021.7.2
  * dulwich: 0.20.23 -> 0.20.24
  * earthengine-api: 0.1.271 -> 0.1.275
  * eemont: 0.2.3 -> 0.2.5
  * eodag: 2.3.0 -> 2.3.2
  * eodag-cube: 0.1.2 -> 0.2.0
  * eodag-sentinelsat: 0.3.0 -> 0.4.0
  * erddapy: 1.0.0 -> 1.1.0
  * esda: 2.3.6 -> 2.4.1
  * everett: 1.0.3 -> 2.0.0
  * flax: 0.3.3 -> 0.3.4
  * fsspec: 2021.6.1 -> 2021.7.0
  * gcsfs: 2021.6.1 -> 2021.7.0
  * geemap: 0.8.17 -> 0.8.18
  * GeoAlchemy2: 0.9.1 -> 0.9.3
  * geopy: 2.1.0 -> 2.2.0
  * glue-core: 1.0.1 -> 1.1.0
  * glue-vispy-viewers: 1.0.2 -> 1.0.3
  * glueviz: 1.0.0 -> 1.1.0
  * google-api-core: 1.30.0 -> 1.31.1
  * google-auth: 1.32.0 -> 1.34.0
  * google-auth-oauthlib: 0.4.4 -> 0.4.5
  * google-cloud-core: 1.7.1 -> 1.7.2
  * google-cloud-storage: 1.39.0 -> 1.41.1
  * google-resumable-media: 1.3.1 -> 1.3.3
  * holoviews: 1.14.4 -> 1.14.5
  * hvplot: 0.7.2 -> 0.7.3
  * importlib-metadata: 4.6.0 -> 4.6.3
  * importlib-resources: 5.2.0 -> 5.2.2
  * ipyevents: 0.8.2 -> 0.9.0
  * ipykernel: 5.5.5 -> 6.0.3
  * ipython: 7.25.0 -> 7.26.0
  * isort: 5.9.1 -> 5.9.3
  * jax: 0.2.10 -> 0.2.18
  * jaxlib: 0.1.60 -> 0.1.69
  * jeepney: 0.6.0 -> 0.7.1
  * jsonpath-ng: 1.5.2 -> 1.5.3
  * jupyter-lsp: 1.3.0 -> 1.4.1
  * jupyter-packaging: 0.10.3 -> 0.10.4
  * jupyter-server: 1.9.0 -> 1.10.2
  * jupyter-server-proxy: 3.0.2 -> 3.1.0
  * jupyterhub: 1.4.0 -> 1.4.2
  * jupyterlab: 3.0.16 -> 3.1.2
  * jupyterlab-git: 0.30.1 -> 0.32.0
  * jupyterlab-lsp: 3.7.0 -> 3.8.1
  * jupyterlab-server: 2.6.0 -> 2.6.2
  * jupyterlab-spellchecker: 0.6.0 -> 0.7.0
  * keyrings.alt: 4.0.2 -> 4.1.0
  * laspy: 2.0.1 -> 2.0.2
  * leafmap: 0.3.2 -> 0.4.1
  * llvmlite: 0.36.0 -> 0.37.0rc2
  * mapclassify: 2.4.2 -> 2.4.3
  * marshmallow: 3.12.1 -> 3.13.0
  * mlflow: 1.18.0 -> 1.19.0
  * msal: 1.12.0 -> 1.13.0
  * networkit: 8.1 -> 9.0
  * networkx: 2.5.1 -> 2.6.2
  * numba: 0.53.1 -> 0.54.0rc2
  * onnx: 1.8.0 -> 1.10.0
  * onnxruntime: 1.7.0 -> 1.8.1
  * opencv-contrib-python: 4.5.2 -> 4.5.3
  * opencv-contrib-python-headless: 4.5.2 -> 4.5.3
  * opencv-python: 4.5.2 -> 4.5.3
  * opencv-python-headless: 4.5.2 -> 4.5.3
  * optuna: 2.8.0 -> 2.9.1
  * packaging: 20.9 -> 21.0
  * pandas: 1.2.5 -> 1.3.1
  * panel: 0.11.3 -> 0.12.0
  * param: 1.10.1 -> 1.11.1
  * Pillow: 8.2.0 -> 8.3.1
  * pipdeptree: 2.0.0 -> 2.1.0
  * planetary-computer: 0.2.2 -> 0.3.0rc3
  * pyarrow: 4.0.1 -> 5.0.0
  * pybind11: 2.6.2 -> 2.7.1
  * pybind11-global: 2.6.2 -> 2.7.1
  * pydantic: 1.7.4 -> 1.8.2
  * pylint: 2.9.0 -> 2.9.6
  * pyopencl: 2021.2.5 -> 2021.2.6
  * PyQt-builder: 1.10.1 -> 1.10.3
  * pyqtgraph: 0.12.1 -> 0.12.2
  * pysal: 2.4.0 -> 2.5.0
  * pystac: 0.5.6 -> 1.1.0
  * pystac-client: 0.1.1 -> 0.2.0
  * python-dotenv: 0.18.0 -> 0.19.0
  * python-igraph: 0.9.1 -> 0.9.4
  * python-json-logger: 2.0.1 -> 2.0.2
  * pyviz-comms: 2.0.2 -> 2.1.0
  * pyzmq: 22.1.0 -> 22.2.0
  * qasync: 0.16.0 -> 0.18.0
  * rdflib: 5.0.0 -> 6.0.0
  * regex: 2021.4.4 -> 2021.8.3
  * rio-cogeo: 2.3.0 -> 2.3.1
  * rioxarray: 0.4.3 -> 0.6.1
  * ruamel.yaml.clib: 0.2.4 -> 0.2.6
  * s3fs: 2021.6.1 -> 2021.7.0
  * s3transfer: 0.3.7 -> 0.4.2
  * scipy: 1.7.0 -> 1.7.1
  * scitools-iris: 3.0.2 -> 3.0.4
  * setuptools: 57.0.0 -> 57.4.0
  * simplejson: 3.17.2 -> 3.17.3
  * skl2onnx: 1.8.0 -> 1.9.0
  * spacy: 3.0.6 -> 3.1.1
  * spacy-legacy: 3.0.6 -> 3.0.8
  * spatialpandas: 0.4.1 -> 0.4.2
  * Sphinx: 4.0.2 -> 4.1.2
  * splot: 1.1.3 -> 1.1.4
  * SQLAlchemy: 1.4.20 -> 1.4.22
  * tenacity: 7.0.0 -> 8.0.1
  * tensorflow-addons: 0.12.1 -> 0.13.0
  * tensorflow-datasets: 4.3.0 -> 4.4.0
  * tensorflow-metadata: 1.1.0 -> 1.2.0
  * texttable: 1.6.3 -> 1.6.4
  * thinc: 8.0.6 -> 8.0.8
  * threadpoolctl: 2.1.0 -> 2.2.0
  * tifffile: 2021.6.14 -> 2021.7.30
  * tobler: 0.8.0 -> 0.8.2
  * torch: 1.8.1 -> 1.9.0
  * torch-scatter: 2.0.7 -> 2.0.8
  * torch-sparse: 0.6.10 -> 0.6.11
  * torchinfo: 0.1.5 -> 1.5.2
  * torchvision: 0.9.1 -> 0.10.0
  * tqdm: 4.61.1 -> 4.62.0
  * trimesh: 3.9.20 -> 3.9.26
  * trollimage: 1.15.0 -> 1.15.1
  * vispy: 0.6.6 -> 0.7.3
  * wurlitzer: 2.1.0 -> 2.1.1
  * xarray: 0.18.2 -> 0.19.0
  * xarray-leaflet: 0.1.13 -> 0.1.15
  * xarray-spatial: 0.2.6 -> 0.2.7
  * XlsxWriter: 1.4.3 -> 1.4.5
  * xmitgcm: 0.5.1 -> 0.5.2
  * zipp: 3.4.1 -> 3.5.0

2021/07/02
^^^^^^^^^^


* NVIDIA Jetson AGX units belonging to the NRS department are detached from the platform for `ESA Space App Camp <https://app-camp.eu/>`_.

2021/07/01
^^^^^^^^^^


* **New unit**\ : 21th NVIDIA Jetson AGX Xavier unit is added to the cluster (jetson-agx-21). Cluster size: **168 CPU, 672 GB RAM**.
* **New unit**\ : 22th NVIDIA Jetson AGX Xavier unit is added to the cluster (jetson-agx-22). Cluster size: **176 CPU, 704 GB RAM**.

2021/06/30
^^^^^^^^^^


* **New unit**\ : 19th NVIDIA Jetson AGX Xavier unit is added to the cluster (jetson-agx-19). Cluster size: **152 CPU, 608 GB RAM**.
* **New unit**\ : 20th NVIDIA Jetson AGX Xavier unit is added to the cluster (jetson-agx-20). Cluster size: **160 CPU, 640 GB RAM**.

2021/06/24
^^^^^^^^^^


* **New unit**\ : 18th NVIDIA Jetson AGX Xavier unit is added to the cluster (jetson-agx-18). Cluster size: **144 CPU, 576 GB RAM**.

2021/06/15
^^^^^^^^^^


* **New service**\ : Daily scan trojans, viruses, malware, and other malicious threats is enabled for the home directories (Powered by `ClamAV <threats https://www.clamav.net>`_\ ).

2021/06/14
^^^^^^^^^^


* **New data**\ : SRTM
* **New data**\ : GMTED2010
* **New data**\ : SPAM

2021/06/04
^^^^^^^^^^


* **New unit**\ : 1st NVIDIA Jetson Nano unit is added to the cluster (jetson-nano-1) (EXPERIMENTAL)

2021/06/02
^^^^^^^^^^


* PowerEdge T320 (moon) upgraded from 16 GB to 192 GB.
* External WD 10TB hard disks are shucked and converted into 20 TB replicated RAIDZ 2+1 (ZFS).
* HDFS capacity is upgraded from 4 TB to 20 TB.

2021/06/01
^^^^^^^^^^

Regular platform upgrade


* 
  New Python packages


  * chex: 0.0.7
  * jupyter-archive: 3.0.1
  * matplotlib-inline: 0.1.2
  * optax: 0.0.6

* 
  Removed Python packages


  * pyerfa: 1.7.3

* 
  Upgraded Python packages


  * anyio: 3.0.1 -> 3.1.0
  * AnyQt: 0.0.11 -> 0.0.13
  * attrs: 20.3.0 -> 21.2.0
  * bokeh: 2.3.1 -> 2.3.2
  * bqplot: 0.12.26 -> 0.12.28
  * cachetools: 4.2.1 -> 4.2.2
  * catalogue: 2.0.3 -> 2.0.4
  * certifi: 2020.12.5 -> 2021.5.30
  * cf-units: 2.1.4 -> 2.1.5
  * cliff: 3.7.0 -> 3.8.0
  * cligj: 0.7.1 -> 0.7.2
  * clustering-geodata-cubes: 0.2.1 -> 0.3.0
  * comet-ml: 3.9.0 -> 3.11.0
  * dask: 2021.4.0 -> 2021.5.1
  * dask-labextension: 5.0.1 -> 5.0.2
  * dask-ml: 1.8.0 -> 1.9.0
  * distributed: 2021.4.0 -> 2021.5.1
  * dulwich: 0.20.21 -> 0.20.23
  * earthengine-api: 0.1.265 -> 0.1.268
  * et-xmlfile: 1.0.1 -> 1.1.0
  * findlibs: 0.0.1 -> 0.0.2
  * Flask: 1.1.2 -> 1.1.4
  * flax: 0.3.3 -> 0.3.4
  * GDAL: 3.2.2 -> 3.2.3
  * GitPython: 3.1.14 -> 3.1.17
  * google-api-core: 1.26.3 -> 1.29.0
  * google-auth: 1.29.0 -> 1.30.1
  * google-cloud-bigquery: 2.13.1 -> 2.18.0
  * google-cloud-storage: 1.37.1 -> 1.38.0
  * google-resumable-media: 1.2.0 -> 1.3.0
  * greenlet: 1.0.0 -> 1.1.0
  * holoviews: 1.14.3 -> 1.14.4
  * horovod: 0.21.3 -> 0.22.0
  * imageio-ffmpeg: 0.4.3 -> 0.4.4
  * importlib-metadata: 4.0.1 -> 4.5.0
  * importlib-resources: 5.1.2 -> 5.1.4
  * ipython: 7.22.0 -> 7.24.1
  * jax: 0.2.9 -> 0.2.13
  * jupyter-bokeh: 3.0.0 -> 3.0.2
  * jupyter-lsp: 1.2.0 -> 1.3.0
  * jupyter-server: 1.7.0 -> 1.8.0
  * jupyter-server-mathjax: 0.2.2 -> 0.2.3
  * jupyterlab: 3.0.15 -> 3.0.16
  * jupyterlab-lsp: 3.6.0 -> 3.7.0
  * jupyterlab-server: 2.5.1 -> 2.6.0
  * jupyterlab-spellchecker: 0.5.2 -> 0.6.0
  * MarkupSafe: 1.1.1 -> 2.0.1
  * matplotlib: 3.4.1 -> 3.4.2
  * mlflow: 1.15.0 -> 1.17.0
  * momepy: 0.4.3 -> 0.4.4
  * mxnet: 1.7.0 -> 1.8.0
  * nbclassic: 0.2.8 -> 0.3.1
  * nbdime: 3.0.0 -> 3.1.0
  * nbsphinx: 0.8.5 -> 0.8.6
  * notebook: 6.3.0 -> 6.4.0
  * numbagg: 0.1 -> 0.2.1
  * onnxruntime: 1.6.0 -> 1.7.0
  * onnxruntime-gpu: 1.6.0 -> 1.7.0
  * onnxruntime-gpu-tensorrt: 1.6.0 -> 1.7.0
  * opencv-contrib-python: 4.5.1 -> 4.5.2
  * opencv-contrib-python-headless: 4.5.1 -> 4.5.2
  * opencv-python: 4.5.1 -> 4.5.2
  * opencv-python-headless: 4.5.1 -> 4.5.2
  * openTSNE: 0.5.2 -> 0.6.0
  * orange-canvas-core: 0.1.19 -> 0.1.20
  * orange-widget-base: 4.12.0 -> 4.13.1
  * Orange3: 3.28.0 -> 3.29.1
  * osmnx: 1.0.1 -> 1.1.1
  * OWSLib: 0.23.0 -> 0.24.1
  * pathy: 0.4.0 -> 0.5.2
  * pbr: 5.5.1 -> 5.6.0
  * pip: 21.0.1 -> 21.1.2
  * prometheus-flask-exporter: 0.18.1 -> 0.18.2
  * protobuf: 3.15.8 -> 3.17.1
  * pydantic: 1.7.3 -> 1.7.4
  * pydocstyle: 6.0.0 -> 6.1.1
  * pylint: 2.8.2 -> 2.8.3
  * pyopencl: 2021.1.6 -> 2021.2.2
  * PyQt-builder: 1.9.1 -> 1.10.0
  * PyQt5-sip: 12.8.1 -> 12.9.0
  * pytest: 6.2.3 -> 6.2.4
  * pytest-cov: 2.11.1 -> 2.12.0
  * python-igraph: 0.8.3 -> 0.9.1
  * python-slugify: 4.0.1 -> 5.0.2
  * pytools: 2021.2.3 -> 2021.2.7
  * pyzmq: 22.0.3 -> 22.1.0
  * qasync: 0.15.0 -> 0.16.0
  * rasterio: 1.2.2 -> 1.2.3
  * rfc3986: 1.4.0 -> 1.5.0
  * ruamel.yaml: 0.17.4 -> 0.17.7
  * scikit-learn: 0.24.1 -> 0.24.2
  * scipy: 1.6.2. -> 1.6.3
  * scitools-iris: 3.0.1 -> 3.0.2
  * setuptools: 56.0.0. -> 57.0.0
  * sortedcontainers: 2.3.0 -> 2.4.0
  * spacy: 3.0.5 -> 3.0.6
  * spacy-legacy: 3.0.4 -> 3.0.5
  * Sphinx: 4.0.1 -> 4.0.2
  * sphinxcontrib-htmlhelp: 1.0.3 -> 2.0.0
  * sphinxcontrib-serializinghtml: 1.1.4 -> 1.1.5
  * SQLAlchemy: 1.4.11 -> 1.4.17
  * tensorboard-data-server: 0.6.0 -> 0.6.1
  * tensorflow-datasets: 4.2.0 -> 4.3.0
  * tensorflow-metadata: 0.30.0 -> 1.0.0
  * terminado: 0.9.5 -> 0.10.0
  * testpath: 0.4.4 -> 0.5.0
  * tomlkit: 0.7.0 -> 0.7.2
  * torch: 1.7.0 -> 1.8.1
  * torchinfo: 0.0.9 -> 0.1.3
  * torchvision: 0.8.0 -> 0.9.1
  * tqdm: 4.60.0 -> 4.61.0
  * trimesh: 3.9.18 -> 3.9.20
  * twitter: 1.18.0 -> 1.19.2
  * typeguard: 2.12.0 -> 2.12.1
  * urllib3: 1.26.4 -> 1.26.5
  * websocket-client: 0.58.0 -> 1.0.1
  * xarray: 0.17.0 -> 0.18.2
  * xgboost: 1.3.3 -> 1.4.2
  * XlsxWriter: 1.3.9 -> 1.4.3
  * zarr: 2.7.1 -> 2.8.3

* 
  Downgraded Python packages:


  * astropy: 4.2.1 -> 4.0.5
  * fast-histogram: 0.9 -> 0.7
  * freetype-py: 2.2.0 -> 2.1.0.post1
  * vispy: 0.6.6 -> 0.6.1

2021/05/21
^^^^^^^^^^


* **New application**\ : `Firefox <https://www.mozilla.org/en-US/firefox/>`_ - Safe and easy web browser from Mozilla
* **New JupyterLab extension**\ : `jupyter-archive <https://github.com/jupyterlab-contrib/jupyter-archive>`_ - A Jupyter/Jupyterlab extension to make, download and extract archive files. 

2021/05/19
^^^^^^^^^^


* **New unit**\ : 15th NVIDIA Jetson AGX Xavier unit is added to the cluster (jetson-agx-15). Cluster size: **120 CPU, 480 GB RAM**.
* **New unit**\ : 16th NVIDIA Jetson AGX Xavier unit is added to the cluster (jetson-agx-16). Cluster size: **128 CPU, 512 GB RAM**.
* **New unit**\ : 17th NVIDIA Jetson AGX Xavier unit is added to the cluster (jetson-agx-17). Cluster size: **136 CPU, 544 GB RAM**.

2021/05/04
^^^^^^^^^^


* **New unit**\ : 13th NVIDIA Jetson AGX Xavier unit is added to the cluster (jetson-agx-13). Cluster size: **104 CPU, 416 GB RAM**.
* **New unit**\ : 14th NVIDIA Jetson AGX Xavier unit is added to the cluster (jetson-agx-14). Cluster size: **112 CPU, 448 GB RAM**.
* **New unit**\ : Dell PowerEdge T320, Intel Xeon E5-2420 v2 @ 2.20 GHz, 6 cores, 12 threads, 16 GB (moon)
* **New unit**\ : Dell PowerEdge R730xd, Intel Xeon E5-2640 v3 @ 2.60 GHz, 16 cores (2 sockets), 32 threads, 768 GB (mercury) 

2021/04/29
^^^^^^^^^^


* **New application**\ : `Pandoc <https://pandoc.org/>`_ - A universal document converter
* **New application**\ : `Sphinx <https://www.sphinx-doc.org/>`_ - A tool that makes it easy to create intelligent and beautiful documentation
* New Python packages

  * nbsphinx (0.8.3) - Jupyter Notebook Tools for Sphinx

2021/04/28
^^^^^^^^^^


* **New application**\ : `ITC Geodate Warehouse <https://webapps.itc.utwente.nl/geodata/>`_
* **New application**\ : `ITC Satellite and Sensor Database <https://webapps.itc.utwente.nl/sensor/>`_

2021/04/24
^^^^^^^^^^


* **New application**\ : `COLMAP <https://colmap.github.io/>`_\ : General-purpose Structure-from-Motion (SfM) and Multi-View Stereo (MVS) pipeline
* New Python packages

  * flax (0.3.3)
  * imageio-ffmpeg (0.4.3)
  * ipyplot (1.1.0)
  * OpenEXR (1.3.2)
  * pycolmap (0.0.1)
  * shortuuid: 1.0.1
  * tensorflow-graphics (2020.5.20)
  * trimesh (3.9.14)

2021/04/22
^^^^^^^^^^

Regular platform update


* 
  New Python packages


  * deprecation: 2.1.0
  * jupyter-packaging: 0.9.2
  * pybind11-global: 2.6.2
  * tensorboard-data-server: 0.6.0
  * tomlkit: 0.7.0

* 
  Removed Python packages


  * ftfy (5.9)
  * torchcontrib (0.0.2)

* 
  Upgraded Python packages


  * arcgis: 1.8.5 -> 1.8.5.post3
  * bqplot: 0.12.25 -> 0.12.26
  * catalogue: 2.0.1 -> 2.0.3
  * colorlog: 4.8.0 -> 5.0.1
  * comet-ml: 3.8.1 -> 3.9.0
  * Cython: 0.29.22 -> 0.29.23
  * dm-tree: 0.1.5 -> 0.1.6
  * docutils: 0.17 -> 0.17.1
  * earthengine-api: 0.1.260 -> 0.1.262
  * eccodes: 1.3.0 -> 1.3.2
  * fsspec: 0.9.0 -> 2021.4.0
  * geemap: 0.8.13 -> 0.8.14
  * google-auth: 1.28.1 -> 1.29.0
  * importlib-metadata: 3.10.0 -> 4.0.1
  * jupyter-server: 1.6.0 -> 1.6.4
  * mercantile: 1.1.6 -> 1.2.1
  * openTSNE: 0.5.1 -> 0.5.2
  * pandas: 1.2.3 -> 1.2.4
  * panel: 0.11.2 -> 0.11.3
  * py-cpuinfo: 7.0.0 -> 8.0.0
  * quantecon: 0.4.8 -> 0.5.0
  * sacremoses: 0.0.44 -> 0.0.45
  * spacy-legacy: 3.0.2 -> 3.0.4
  * spacy-transformers: 1.0.1 -> 1.0.2
  * SQLAlchemy: 1.4.7 -> 1.4.11
  * srsly: 2.4.0 -> 2.4.1
  * tensorboard: 2.4.1 -> 2.5.0
  * tensorflow-hub: 0.11.0 -> 0.12.0
  * tensorflow-metadata: 0.29.0 -> 0.30.0
  * thinc: 8.0.2 -> 8.0.3
  * tokenizers: 0.9.4 -> 0.10.2
  * transformers: 4.2.2 -> 4.5.1
  * voila: 0.2.7 -> 0.2.9
  * whitebox: 1.4.0 -> 1.4.1
  * XlsxWriter: 1.3.8 -> 1.3.9
  * xxhash: 2.0.0 -> 2.0.2
  * zarr: 2.7.0 -> 2.7.1

2021/04/20
^^^^^^^^^^


* Export/import and backup support enabled for pgAdmin
* Updated services:

  * pgAdmin: 5.0 -> 5.1

2021/04/09
^^^^^^^^^^


* Tcl/tk support enabled for R
* New R packages:

  * soilassessment (0.2.1)
  * geojsonio (0.9.4)
  * V8 (3.4.0)

2021/04/06
^^^^^^^^^^

Regular platform update


* 
  Upgraded applications


  * R: 4.0.3 -> 4.0.5
  * Go: 1.15.6 -> 1.16.3
  * Julia: 1.5.3 -> 1.5.4
  * Java: 11.0.9.1 -> 11.0.10

* 
  New Python packages


  * Babel (2.9.0)
  * cudf (0.19)
  * cuspatial (0.19)
  * dask-cudf (0.19)
  * greenlet (1.0.0)
  * importlib-metadata (3.10.0)
  * jupyter-packaging (0.7.12)
  * nbclassic (0.2.6)
  * nvtx (0.2.3)
  * pyarrow (1.0.1)
  * rmm (0.19.0)
  * zipp (3.4.1)

2021/02/28
^^^^^^^^^^


* **New application**\ : PostGIS loaders (raster2pgsql, shp2pgsql, pgsql2shp)

2021/02/18
^^^^^^^^^^


* **New application**\ : `ImageMagick <https://imagemagick.org/index.php>`_ - Software suite for displaying, creating, converting, modifying, and editing raster images (7.0.10-62)

2021/02/16
^^^^^^^^^^


* **New unit**\ : 11th NVIDIA Jetson AGX Xavier unit is added to the cluster (jetson-agx-11). Cluster size: **88 CPU, 352 GB RAM**.
* **New unit**\ : 12th NVIDIA Jetson AGX Xavier unit is added to the cluster (jetson-agx-12). Cluster size: **96 CPU, 384 GB RAM**.

2021/02/15
^^^^^^^^^^

It was challenging, but the transition from Python 3.6 to 3.8 is completed.

You local packages (e.g. installed by ``pip``\ ) are also upgraded. Please check if they function properly and if not, just `let us know <mailto:s.girgin@utwente.nl>`_.


* New packages

  * amply (0.1.4)
  * anyio (2.1.0)
  * blessings (1.7)
  * bqplot (0.12.22)
  * chainer (7.7.0)
  * classification-models (0.1)
  * cliff (3.6.0)
  * clustering-geodata-cubes (0.2.1)
  * cmaes (0.8.1)
  * cmd2 (1.5.0)
  * colorcet (2.0.6)
  * colorlog (4.7.2)
  * colour (0.1.5)
  * comet-ml (3.3.3)
  * configobj (5.0.6)
  * dask-glm (0.2.0)
  * dask-ml (1.8.0)
  * dulwitch (0.20.19)
  * earthengine-api (0.1.251)
  * everett (1.0.3)
  * ffmpeg-python (0.2.0)
  * future (0.18.2)
  * geeadd (0.5.3)
  * geemap (0.8.9)
  * geocoder (1.38.1)
  * google-api-core (1.26.0)
  * google-api-python-client (1.12.8)
  * google-auth (1.26.1)
  * google-auth-httplib2 (0.0.4)
  * google-cloud-core (1.6.0)
  * google-cloud-storage (1.36.0)
  * google-crc32c (1.1.2)
  * google-resumable-media (1.2.0)
  * googleapis-common-protos (1.52.0)
  * holoviews (1.14.1)
  * httplib2 (0.19.0)
  * httplib2shim (0.0.3)
  * iniconfig (1.1.1)
  * ipyevents (0.8.1)
  * ipyfilechooser (0.4.2)
  * ipynb-py-convert (0.4.6)
  * ipython-autotime (0.3.1)
  * ipytree (0.1.8)
  * jupyter-server (1.3.0)
  * keras-tqdm (2.0.1)
  * livelossplot (0.5.4)
  * logzero (1.6.3)
  * mss (6.1.0)
  * multipledispatch (0.6.0)
  * netifaces (0.10.9)
  * networkit (8.0)
  * nose (1.3.7)
  * onnxmltools (1.7.0)
  * onnxruntime-gpu-tensorrt (1.6.0)
  * opencv-contrib-python (4.5.1)
  * opencv-contrib-python-headless (4.5.1)
  * opencv-python (4.5.1)
  * opencv-python-headless (4.5.1)
  * optuna (2.5.0)
  * osmnx (1.0.1)
  * panel (0.10.3)
  * param (1.10.1)
  * pbr (5.5.1)
  * pluggy (0.13.1)
  * pointpats (2.2.0)
  * prettytable (0.7.2)
  * PuLP (2.4)
  * py (1.10.0)
  * Py6S (1.8.0)
  * pycocotools (2.0.2)
  * pycosat (0.6.3)
  * PyCRS (1.0.2)
  * pyct (0.4.8)
  * pygmt (0.3.0)
  * pyperclip (1.8.1)
  * pysal (2.4.0)
  * Pysolar (0.6)
  * pytest (6.2.2)
  * pytest-cov (2.11.1)
  * pyviz-comms (2.0.1)
  * ratelim (0.1.6)
  * requests-toolbelt (0.9.1)
  * skl2onnx (1.7.0)
  * spopt (0.1.1)
  * ssim (0.3.0)
  * stevedore (3.3.0)
  * torchinfo (0.0.6)
  * twitter (1.18.0)
  * uritemplate (3.0.1)
  * voila (0.2.6)
  * whitebox (1.4.9)
  * whiteboxgui (0.1.9)
  * wurlitzer (2.0.1)

* Upgraded packages (major ones are indicated in **bold**\ ):

  * *absl-py*\ : 0.10.0 -> 0.11.0
  * *cachetools*\ : 4.2.0 -> 4.2.1
  * *cffi*\ : 1.14.4 -> 1.14.5
  * *contextily*\ : 1.0.1 -> 1.1.0
  * *coverage*\ : 5.3.1 -> 5.4
  * *cryptography*\ : 3.4.2 -> 3.4.5
  * **cupy**\ : 8.3.0 -> 8.4.0
  * **dask**\ : 2020.12.0 -> 2021.2.0
  * *distributed*\ : 2020.12.0 -> 2021.2.0
  * *docker*\ : 4.4.1 -> 4.4.2
  * *esda*\ : 2.3.5 -> 2.3.6
  * *folium*\ : 0.12.0 -> 0.12.1
  * **GDAL**\ : 3.2.0 -> 3.2.1
  * **geopandas**\ : 0.8.1 -> 0.8.2
  * *GitPython*\ : 3.1.12 -> 3.1.13
  * *google-auth*\ : 1.24.0 -> 1.26.1
  * *ipython*\ : 7.16.1 -> 7.20.0
  * *Jinja2*\ : 2.11.2 -> 2.11.3
  * *joblib*\ : 1.0.0 -> 1.0.1
  * *libpysal*\ : 4.3.0 -> 4.4.0
  * *locket*\ : 0.2.0 -> 0.2.1
  * *Mako*\ : 1.1.3 -> 1.1.4
  * **matplotlib**\ : 3.3.3 -> 3.3.4
  * *momepy*\ : 0.4.1 -> 0.4.2
  * **mxnet**\ : 1.6.0 -> 1.7.0
  * *nbclient*\ : 0.5.1 -> 0.5.2
  * *netCDF4*\ : 1.5.5.1 -> 1.5.6
  * *numcodecs*\ : 0.7.2 -> 0.7.3
  * **numpy**\ : 1.18.5 -> 1.19.5
  * **onnxruntime-gpu**\ : 1.5.2 -> 1.6.0
  * *OWSLib*\ : 0.21.0 -> 0.23.0
  * *packaging*\ : 20.8 -> 20.9
  * **pandas**\ : 1.1.5 -> 1.2.2
  * *pip*\ : 20.3.3 -> 21.0.1
  * *prompt-toolkit*\ : 3.0.14 -> 3.0.16
  * *pybind11*\ : 2.6.1 -> 2.6.2
  * *pygraphviz*\ : 1.6 -> 1.7
  * **pyopencl**\ : 2020.3.1 -> 2021.1.1
  * *pyshp*\ : 2.1.2 -> 2.1.3
  * *pytools*\ : 2020.4.4 -> 2021.1
  * *pytz*\ : 2020.5 -> 2021.1
  * *pyzmq*\ : 22.0.2 -> 22.0.3
  * **rasterio**\ : 1.1.8 -> 1.2.0
  * *rsa*\ : 4.6 -> 4.7
  * **scikit-image**\ : 0.17.2 -> 0.18.1
  * **scikit-learn**\ : 0.24.0 -> 0.24.1
  * **scipy**\ : 1.5.4 -> 1.6.0
  * **scitools-iris**\ : 2.4.0 -> 3.0.1
  * *SecretStorage*\ : 3.3.0 -> 3.3.1
  * *setuptools*\ : 51.1.1 -> 52.0.0
  * *spreg*\ : 1.1.2.post1 -> 1.2.2
  * *SQLAlchemy*\ : 1.3.22 -> 1.3.23
  * *statsmodels*\ : 0.12.1 -> 0.12.2
  * *tensorboard*\ : 2.4.0 -> 2.4.1
  * *tensorboard-plugin-wit*\ : 1.7.0 -> 1.8.0
  * **tensorflow**\ : 2.3.1+nv20.12 -> 2.4.1
  * *tensorflow-estimator*\ : 2.3.0 -> 2.4.0
  * *tifffile*\ : 2020.9.3 -> 2021.2.1
  * *tobler*\ : 0.5.4 -> 0.7.0
  * *torchvision*\ : 0.8.0a0+45f960c -> 0.8.0a0+291f7e2
  * *tqdm*\ : 4.55.1 -> 4.56.2
  * *traitlets*\ : 4.3.3 -> 5.0.5
  * *urllib3*\ : 1.26.2 -> 1.26.3

* Downgraded packages:  

  * *grpcio*\ : 1.34.0 -> 1.32.0
  * *ipyleaflet*\ : 0.13.6 -> 0.13.3
  * *python-dateutil*\ : 2.8.1 -> 2.8.0
  * *xgboost*\ : 1.4.0-SNAPSHOT -> 1.3.3

* Removed packages:

  * *contextvars*\ : 2.4
  * *dataclasses*\ : 0.8
  * *gdown*\ : 3.12.2
  * *graphsurgeon*\ : 0.4.5
  * *idna-ssl*\ : 1.1.0
  * *immutables*\ : 0.14
  * *importlib-metadata*\ : 3.3.0
  * *PySocks*\ : 1.7.1
  * *tensorrt*\ : 7.1.3.0
  * *uff*\ : 0.6.9
  * *zipp*\ : 3.4.0

2021/02/14
^^^^^^^^^^

Happy Valentine's Day!


* **New application**\ : `QGIS <https://www.qgis.org>`_ - Open-source cross-platform desktop GIS application (3.16.3)

2021/02/12
^^^^^^^^^^

Thanks to the NRS Department for sharing their 4th NVIDIA unit on the platform!


* **New unit**\ : 10th NVIDIA Jetson AGX Xavier unit is added to the cluster (jetson-agx-10). Cluster size: **80 CPU, 320 GB RAM**.

2021/02/10
^^^^^^^^^^


* **New application**\ : `MLflow <https://mlflow.org/>`_ - A platform for the machine learning lifecycle (1.13.1)
* **New package**\ : `mlflow <https://mlflow.org/>`_ - A platform for the machine learning lifecycle (1.13.1)

2021/02/08
^^^^^^^^^^


* **New application**\ : `RStudio <https://rstudio.com/>`_ - Integrated development environment for R (available through VNC)

2021/02/05
^^^^^^^^^^


* **New application**\ : `Orange3 <https://orangedatamining.com/>`_ - Interactive data analysis (available through VNC)

2021/02/03
^^^^^^^^^^


* **New unit**\ : 9th NVIDIA Jetson AGX Xavier unit is added to the cluster (jetson-agx-9). Cluster size: **72 CPU, 288 GB RAM**.
* Upgraded packages:

  * *PyGeos*\ : 0.8 bug fix (https://github.com/pygeos/pygeos/issues/291)

2021/02/02
^^^^^^^^^^

TightVNC is replaced with TigerVNC, which allows full-size desktop, better visualisation (e.g. windows decorations), and password-less access.


* **New application**\ : `TigerVNC <https://tigervnc.org/>`_ - High-performance, platform-neutral implementation of VNC (1.11.0)
* Removed applications:

  * TightVNC (1.3.10)

2021/01/30
^^^^^^^^^^

Now it is also possible to run desktop applications on the platform! XFCE Desktop Environment is accessible through noVNC (password = test1234).


* **New application**\ : `noVNC <https://novnc.com>`_ - Open-source VNC client (1.2.0)
* **New application**\ : `TightVNC <https://www.tightvnc.com/>`_ - Lightweight, fast and reliable remote desktop software (1.3.10)
* **New application**\ : `XFCE <https://www.xfce.org/>`_ - Lightweight desktop environment for UNIX-like operating systems (4.14)

2021/01/29
^^^^^^^^^^

PyTorch with GPU support is available on the platform!


* **New package**\ : `albumentations <https://github.com/albumentations-team/albumentations>`_ - Fast image augmentation library and easy to use wrapper around other libraries (0.5.2)
* **New package**\ : `efficientnet <https://github.com/qubvel/efficientnet>`_ - EfficientNet model re-implementation (1.0.0)
* **New package**\ : `image-classifiers <https://github.com/qubvel/classification_models>`_ - Image classification models (1.0.0)
* **New package**\ : `imgaug <https://github.com/aleju/imgaug>`_ - Image augmentation library for deep neural networks (0.4.0)
* **New package**\ : `Keras-Applications <https://github.com/keras-team/keras-applications>`_ - Reference implementations of popular deep learning models (1.0.8)
* **New package**\ : `osmxtract <https://github.com/yannforget/osmxtract>`_ - Extract vector and raster data from OSM (0.0.1)
* **New package**\ : `segmentation-models <https://github.com/qubvel/segmentation_models>`_ - Image segmentation models with pre-trained backbones with Keras (1.0.1)
* **New package**\ : `torch <https://pytorch.org/>`_ - Tensors and Dynamic neural networks in Python with strong GPU acceleration (1.7.0a0)
* **New package**\ : `torchvision <https://github.com/pytorch/vision>`_ - Image and video datasets and models for torch deep learning (0.8.0a0)
* Upgraded packages:

  * *pyzmq*\ : 21.0.2 -> 22.0.2

2021/01/28
^^^^^^^^^^


* **New package**\ : `flatbuffers <https://google.github.io/flatbuffers/>`_ - The FlatBuffers serialization format for Python (1.12)
* **New package**\ : `jax <https://github.com/google/jax>`_ - Differentiate, compile, and transform Numpy code (0.2.9)
* **New package**\ : `jaxlib <https://github.com/google/jax>`_ - XLA library for JAX (0.1.60)
* Upgraded packages:

  * *alembic*\ : 1.4.3 -> 1.5.2
  * *bleach*\ : 3.2.1 -> 3.2.3

2021/01/27
^^^^^^^^^^

Debugging support for Python is available on the platform! You can use debugging panel (on the left sidebar) with Xeus Python (XPython) kernel.


* **New kernel**\ : `Xeus Python (XPython) <https://github.com/jupyter-xeus/xeus-python>`_ - Jupyter kernel for Python based on the native implementation of the Jupyter protocol `xeus <https://github.com/jupyter-xeus/xeus>`_. *You can use the debugger with XPython.*
* **New package**\ : `debugpy <https://aka.ms/debugpy>`_ - An implementation of the Debug Adapter Protocol for Python (1.2.1)
* **New package**\ : `ptvsd <https://aka.ms/ptvs>`_ - Remote debugging server for Python (4.3.2)
* **New package**\ : `pipdeptree <https://github.com/naiquevin/pipdeptree>`_ - Command line utility to show dependency tree of packages (2.0.0)
* Upgraded packages:

  * *ipykernel*\ : 5.4.2 -> 5.4.3
  * *jupyter-client*\ : 6.1.7 -> 6.1.11
  * *nbformat*\ : 5.0.8 -> 5.1.2
  * *nest-asyncio*\ : 1.4.3 -> 1.5.1
  * *notebook*\ : 6.1.6 -> 6.2.0
  * *prompt-toolkit*\ : 3.0.9 -> 3.0.14

2021/01/26
^^^^^^^^^^


* **New package**\ : `ann-visualizer <https://github.com/Prodicode/ann-visualizer>`_ - A python library for visualizing Neural Networks (2.5)
* **New package**\ : `crick <https://github.com/jcrist/crick>`_ - High performance approximate and streaming algorithms (0.0.3)
* **New package**\ : `fire <https://github.com/google/python-fire>`_ - A library for automatically generating command line interfaces (0.4.0)
* **New package**\ : `keras-segmentation <https://github.com/divamgupta/image-segmentation-keras>`_ - Image Segmentation toolkit for keras (0.3.0)
* **New package**\ : `keras2onnx <https://github.com/onnx/keras-onnx>`_ - Converts Machine Learning models to ONNX (1.7.0)
* **New package**\ : `onnx <https://github.com/onnx/onnx>`_ - Open Neural Network Exchange (1.8.0)
* **New package**\ : `onnxconverter-common <https://github.com/microsoft/onnxconverter-common>`_ - ONNX Converter and Optimization Tools (1.7.0)
* **New package**\ : `onnxruntime <https://github.com/onnx/onnx>`_ - ONNX Runtime Python bindings (1.6.0)

2021/01/25
^^^^^^^^^^


* **New package**\ : `momepy <http://momepy.org>`_ - Urban Morphology Measuring Toolkit (0.4.1)
* **New package**\ : `pygeos <https://github.com/pygeos/pygeos>`_ - GEOS wrapped in numpy ufuncs (0.8)
* Upgraded packages:

  * *pyproj*\ : 2.5.0 -> 2.6.1
  * *pyzmq*\ : 20.0.0 -> 21.0.2
  * *qtconsole*\ : 5.0.1 -> 5.0.2
  * *smmap*\ : 3.0.4 -> 3.0.5