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Refresh the Colab snapshot and re-lock notebooks - #212

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Colab's preinstalled package versions have moved past .github/colab-preinstalled.txt, so the notebooks' install cells were downgrading those packages on Colab. This refreshes the snapshot from googlecolab/backend-info and re-locks every CI-tested notebook against it. Packages that Colab does not ship keep their current pins.

Snapshot changes
  accelerate: 1.14.0 -> 1.15.0
  anyio: 4.14.2 -> 4.15.1
  astropy-iers-data: 0.2026.8.31.0.57.9 -> 0.2026.9.14.0.56.43
  bigframes: 2.48.0 -> 2.49.0
  blosc2: 4.12.0 -> 4.13.1
  contourpy: 1.3.3 -> 1.4.0
  curl_cffi: 0.16.2 -> 0.16.3
  distributed: (absent) -> 2026.8.0
  dlib: 19.24.6 -> 20.0.1
  eerepr: 0.1.2 -> 0.1.3
  fastai: 2.8.8 -> 2.8.12
  fastcore: 2.2.19 -> 2.2.28
  fastdownload: 0.0.7 -> 0.0.8
  fasttransform: 0.0.2 -> 0.0.5
  filelock: 3.32.5 -> 3.32.7
  fonttools: 4.64.0 -> 4.65.0
  geemap: 0.38.4 -> 0.38.5
  google-ai-generativelanguage: 0.6.15 -> (removed)
  google-cloud-bigquery: 3.44.0 -> 3.45.1
  google-cloud-bigquery-storage: 2.39.0 -> 2.41.0
  google-cloud-dataproc: 5.28.0 -> 5.30.0
  google-cloud-datastore: 2.25.0 -> 2.26.1
  google-cloud-firestore: 2.27.0 -> 2.30.0
  google-cloud-storage: 3.13.1 -> 3.14.1
  google-generativeai: 0.8.6 -> (removed)
  googleapis-common-protos: 1.75.0 -> 1.75.3
  gradio: 6.26.0 -> 6.27.0
  gradio_client: 2.6.1 -> 2.7.0
  greenlet: 3.5.5 -> 3.5.6
  grpc-google-iam-v1: 0.14.4 -> 0.14.5
  grpcio: 1.83.1 -> 1.84.0
  h5py: 3.16.0 -> 3.14.0
  holidays: 0.103 -> 0.104
  httpcore2: 2.12.0 -> 2.13.0
  httpx2: 2.12.0 -> 2.13.0
  huggingface_hub: 1.29.0 -> 1.31.0
  jiter: 0.16.0 -> 0.17.0
  langchain: 1.3.18 -> 1.4.0
  langchain-core: 1.6.1 -> 1.6.3
  langsmith: 0.12.1 -> 0.12.5
  lxml: 6.1.2 -> 6.1.3
  lz4: (absent) -> 4.4.5
  multidict: 6.7.1 -> 6.8.0
  narwhals: 2.25.0 -> 2.26.0
  param: 2.4.1 -> 2.4.2
  peewee: 4.4.0 -> 4.5.1
  peft: 0.20.0 -> 0.21.0
  platformdirs: 4.11.7 -> 4.11.8
  propcache: 0.5.2 -> 0.5.4
  proto-plus: 1.28.2 -> 1.28.4
  protobuf: 5.29.6 -> 6.33.6
  psycopg2: 2.9.12 -> 2.9.13
  psygnal: 0.15.1 -> 0.16.1
  pygit2: 1.20.0 -> 1.20.1
  PyJWT: 2.13.0 -> 2.14.0
  pyproj: 3.7.2 -> 3.8.0
  python-fasthtml: 0.14.12 -> 0.14.13
  python-slugify: 8.0.4 -> 9.0.0
  PyWavelets: 1.9.0 -> 1.10.0
  scooby: 0.11.2 -> 0.12.0
  scs: 3.2.11 -> 3.3.1
  sentry-sdk: 2.68.1 -> 2.69.2
  sortedcontainers: (absent) -> 2.4.0
  SQLAlchemy: 2.0.52 -> 2.0.54
  tblib: (absent) -> 3.2.2
  tensorboard: 2.20.0 -> 2.21.0
  tensorflow: 2.20.0 -> 2.21.0
  tensorflow-text: 2.20.1 -> 2.21.1
  tf_keras: 2.20.1 -> 2.21.0
  threadpoolctl: 3.6.0 -> 3.7.0
  tifffile: 2026.8.23 -> 2026.9.15
  tokenizers: 0.23.1 -> 0.23.2
  transformers: 5.16.1 -> 5.17.0
  tzdata: 2026.3 -> 2026.4
  uuid_utils: 0.17.0 -> 0.17.1
  uvicorn: 0.52.4 -> 0.53.0
  wrapt: 2.4.0 -> 2.4.1
  xee: (absent) -> 0.1.2
  xyzservices: 2026.3.0 -> 2026.9.1
  yarl: 1.24.5 -> 1.25.1
  ydf_tf: 2.20.0 -> 2.21.0
  zict: (absent) -> 3.0.0

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