Merge remote-tracking branch 'origin/development' into development

Author: gjbex

docs/README.md

@@ -79,6 +79,13 @@ If you plan to do Python programming in a Linux or HPC environment you should
 be familiar with these as well.
 
 
+## Level
+
+* Introductory: 20 %
+* Intermediate: 40 %
+* Advanced: 40 %
+
+
 ## Trainer(s)
 
   * Geert Jan Bex ([geertjan.bex@uhasselt.be](mailto:geertjan.bex@uhasselt.be))

environment.yml

@@ -17,4 +17,343 @@ dependencies:
   - hyperopt
   - bayesian-optimization
   - gplearn
+  - jupyter_events
+  - libgfortran
+  - libcblas
+  - libpq
+  - cuda-nvvm-tools
+  - cffi
+  - mdurl
+  - urllib3
+  - defusedxml
+  - networkx
+  - hpack
+  - xcb-util-image
+  - termcolor
+  - libdeflate
+  - markdown-it-py
+  - font-ttf-ubuntu
+  - pandas
+  - statsmodels
+  - wcwidth
+  - xorg-libxau
+  - pysocks
+  - xcb-util
+  - libabseil
+  - libblas
+  - libxcrypt
+  - ncurses
+  - cloudpickle
+  - tensorboard-data-server
+  - libexpat
+  - libre2-11
+  - libnsl
+  - kiwisolver
+  - yaml
+  - xyzservices
+  - libclang-cpp19.1
+  - libedit
+  - grpcio
+  - colorama
+  - python_abi
+  - zfp
+  - python-fastjsonschema
+  - colorcet
+  - pthread-stubs
+  - xorg-libxrandr
+  - zstandard
+  - nbclient
+  - xorg-libxxf86vm
+  - wrapt
+  - uri-template
+  - markupsafe
+  - libllvm19
+  - libcusparse
+  - cached_property
+  - platformdirs
+  - openjpeg
+  - libbrotlidec
+  - python-dateutil
+  - giflib
+  - xorg-libxi
+  - icu
+  - krb5
+  - scikit-image
+  - beautifulsoup4
+  - lcms2
+  - xorg-libxext
+  - notebook-shim
+  - requests
+  - joblib
+  - nbconvert-core
+  - libzlib
+  - libiconv
+  - jsonpointer
+  - libstdcxx
+  - referencing
+  - bleach
+  - libgrpc
+  - tinycss2
+  - pandocfilters
+  - libuuid
+  - rfc3986-validator
+  - xorg-libice
+  - brotli
+  - ml_dtypes
+  - font-ttf-inconsolata
+  - libxml2
+  - xorg-libxrender
+  - libcurand
+  - brotli-bin
+  - opt_einsum
+  - libsodium
+  - idna
+  - libsqlite
+  - pcre2
+  - tzdata
+  - snappy
+  - bokeh
+  - libzopfli
+  - jedi
+  - pyzmq
+  - brotli-python
+  - libgfortran5
+  - cuda-nvcc-tools
+  - jupyterlab_server
+  - svt-av1
+  - cairo
+  - executing
+  - argon2-cffi-bindings
+  - ld_impl_linux-64
+  - zipp
+  - brunsli
+  - astunparse
+  - cuda-nvtx
+  - pip
+  - libdrm
+  - markdown
+  - attrs
+  - six
+  - cyrus-sasl
+  - debugpy
+  - libglib
+  - jupyter_core
+  - libnghttp2
+  - libxslt
+  - setuptools
+  - libgomp
+  - async-lru
+  - namex
+  - freetype
+  - mysql-libs
+  - xorg-libxcursor
+  - lazy-loader
+  - libtiff
+  - sniffio
+  - jupyter_server
+  - pyyaml
+  - entrypoints
+  - zlib-ng
+  - wheel
+  - lz4-c
+  - fontconfig
+  - isoduration
+  - xcb-util-wm
+  - typing_utils
+  - future
+  - double-conversion
+  - httpcore
+  - mdit-py-plugins
+  - hdf5
+  - xcb-util-keysyms
+  - fqdn
+  - cuda-version
+  - importlib-metadata
+  - munkres
+  - cuda-nvrtc
+  - fonts-conda-forge
+  - nbformat
+  - keyutils
+  - flatbuffers
+  - werkzeug
+  - pyside6
+  - rfc3339-validator
+  - importlib_resources
+  - pygments
+  - xkeyboard-config
+  - _openmp_mutex
+  - zstd
+  - pixman
+  - cuda-crt-tools
+  - typing_extensions
+  - pure_eval
+  - wayland
+  - pexpect
+  - websocket-client
+  - ptyprocess
+  - nccl
+  - decorator
+  - psutil
+  - cuda-cudart_linux-64
+  - jsonschema
+  - imageio
+  - tomli
+  - zeromq
+  - tensorflow-estimator
+  - rpds-py
+  - alsa-lib
+  - arrow
+  - xcb-util-renderutil
+  - pillow
+  - hyperframe
+  - xorg-libxfixes
+  - tornado
+  - pytz
+  - lazy_loader
+  - packaging
+  - numpy
+  - rich
+  - fonttools
+  - httpx
+  - _libgcc_mutex
+  - harfbuzz
+  - xorg-libxtst
+  - libcublas
+  - cached-property
+  - libpng
+  - jsonschema-with-format-nongpl
+  - jupyter-lsp
+  - libev
+  - libavif16
+  - json5
+  - typing-extensions
+  - jupyter_client
+  - libcusolver
+  - c-blosc2
+  - jinja2
+  - overrides
+  - dbus
+  - font-ttf-dejavu-sans-mono
+  - webcolors
+  - libbrotlicommon
+  - libclang13
+  - jsonschema-specifications
+  - libcufft
+  - linkify-it-py
+  - libglvnd
+  - argon2-cffi
+  - graphite2
+  - python
+  - cuda-cupti
+  - xcb-util-cursor
+  - pickleshare
+  - mistune
+  - jupyter_server_terminals
+  - bleach-with-css
+  - libffi
+  - libcups
+  - tifffile
+  - libgl
+  - libcurl
+  - libpciaccess
+  - threadpoolctl
+  - libssh2
+  - ipykernel
+  - xorg-libxdamage
+  - soupsieve
+  - tqdm
+  - libstdcxx-ng
+  - python-flatbuffers
+  - aom
+  - stack_data
+  - pyparsing
+  - seaborn-base
+  - xorg-libsm
+  - mysql-common
+  - fonts-conda-ecosystem
+  - uc-micro-py
+  - lerc
+  - libjxl
+  - c-ares
+  - absl-py
+  - libxcb
+  - blosc
+  - libegl
+  - h5py
+  - jxrlib
+  - send2trash
+  - libhwy
+  - cycler
+  - h2
+  - xorg-libx11
+  - patsy
+  - pkgutil-resolve-name
+  - h11
+  - tk
+  - types-python-dateutil
+  - openldap
+  - traitlets
+  - libxkbcommon
+  - matplotlib-base
+  - font-ttf-source-code-pro
+  - rav1e
+  - libopengl
+  - pyviz_comms
+  - matplotlib-inline
+  - anyio
+  - jupyterlab_pygments
+  - xorg-libxdmcp
+  - xorg-libxcomposite
+  - libglx
+  - imagecodecs
+  - unicodedata2
+  - parso
+  - libjpeg-turbo
+  - exceptiongroup
+  - param
+  - qt6-main
+  - bzip2
+  - contourpy
+  - liblapack
+  - optree
+  - charset-normalizer
+  - cudnn
+  - gast
+  - libntlm
+  - prompt-toolkit
+  - libaec
+  - libgcc
+  - nest-asyncio
+  - libgcc-ng
+  - qhull
+  - libprotobuf
+  - asttokens
+  - google-pasta
+  - python-json-logger
+  - panel
+  - webencodings
+  - re2
+  - pycparser
+  - tensorboard
+  - babel
+  - cuda-cudart
+  - charls
+  - libnvjitlink
+  - readline
+  - python-tzdata
+  - libopenblas
+  - dav1d
+  - pywavelets
+  - py4j
+  - liblzma
+  - libwebp-base
+  - prometheus_client
+  - terminado
+  - tensorflow-base
+  - libbrotlienc
+  - expat
+  - protobuf
+  - ipython
+  - comm
+  - ipywidgets
 prefix: /home/gjb/mambaforge/envs/machine_learning_with_python

machine_learning_with_python_linux64_conda_specs.txt

@@ -147,6 +147,7 @@ https://conda.anaconda.org/conda-forge/noarch/hyperframe-6.1.0-pyhd8ed1ab_0.cond
 https://conda.anaconda.org/conda-forge/noarch/idna-3.10-pyhd8ed1ab_1.conda
 https://conda.anaconda.org/conda-forge/noarch/json5-0.10.0-pyhd8ed1ab_1.conda
 https://conda.anaconda.org/conda-forge/linux-64/jsonpointer-3.0.0-py312h7900ff3_1.conda
+https://conda.anaconda.org/conda-forge/noarch/jupyterlab_widgets-3.0.13-pyhd8ed1ab_1.conda
 https://conda.anaconda.org/conda-forge/linux-64/kiwisolver-1.4.8-py312h84d6215_0.conda
 https://conda.anaconda.org/conda-forge/linux-64/libavif16-1.1.1-hf3231e4_3.conda
 https://conda.anaconda.org/conda-forge/linux-64/libblas-3.9.0-31_h59b9bed_openblas.conda
@@ -214,6 +215,7 @@ https://conda.anaconda.org/conda-forge/noarch/webcolors-24.11.1-pyhd8ed1ab_0.con
 https://conda.anaconda.org/conda-forge/noarch/webencodings-0.5.1-pyhd8ed1ab_3.conda
 https://conda.anaconda.org/conda-forge/noarch/websocket-client-1.8.0-pyhd8ed1ab_1.conda
 https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_1.conda
+https://conda.anaconda.org/conda-forge/noarch/widgetsnbextension-4.0.13-pyhd8ed1ab_1.conda
 https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.2-py312h66e93f0_0.conda
 https://conda.anaconda.org/conda-forge/linux-64/xcb-util-image-0.4.0-hb711507_2.conda
 https://conda.anaconda.org/conda-forge/linux-64/xkeyboard-config-2.43-hb9d3cd8_0.conda
@@ -313,6 +315,7 @@ https://conda.anaconda.org/conda-forge/noarch/httpx-0.28.1-pyhd8ed1ab_0.conda
 https://conda.anaconda.org/conda-forge/linux-64/imagecodecs-2024.12.30-py312h097a544_0.conda
 https://conda.anaconda.org/conda-forge/noarch/imageio-2.37.0-pyhfb79c49_0.conda
 https://conda.anaconda.org/conda-forge/noarch/ipykernel-6.29.5-pyh3099207_0.conda
+https://conda.anaconda.org/conda-forge/noarch/ipywidgets-8.1.5-pyhd8ed1ab_1.conda
 https://conda.anaconda.org/conda-forge/noarch/isoduration-20.11.0-pyhd8ed1ab_1.conda
 https://conda.anaconda.org/conda-forge/noarch/jsonschema-4.23.0-pyhd8ed1ab_1.conda
 https://conda.anaconda.org/conda-forge/noarch/lazy_loader-0.4-pyhd8ed1ab_2.conda