diff --git a/scripts/rehome-census.sh b/scripts/rehome-census.sh
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+#!/usr/bin/env bash
+#
+# Create a fresh TileDB-SOMA-ML clone, with some "re-homed" history:
+# 1. Reproduce the Git history of `api/python/cellxgene_census/src/cellxgene_census/experimental/ml` in the CELLxGENE Census repo:
+#    - This was developed between May 2023 and July 2024
+#    - A few files are omitted, that are not relevant to "PyTorch loaders" work (namely the "huggingface" subdirectory)
+# 2. Insert one commit moving these files to `apis/python/src/tiledbsoma/ml` (which they were copied to, in the TileDB-SOMA repo, in July 2024)
+# 3. Replay the `bkmartinjr/experimentdatapipe` branch of TileDB-SOMA (developed between July 2024 and September 2024) on top of this
+#    - Just the commits that touch `apis/python/src/tiledbsoma/ml` directory, or a few other relevant paths (e.g. `other_packages, where they were moved, later in that branch's development)
+
+set -ex
+
+pip install git-filter-repo
+
+# Create a Census clone, filter to files/commits relevant to PyTorch loaders:
+git clone -o origin https://github.com/chanzuckerberg/cellxgene-census census-ml && cd census-ml
+ml=api/python/cellxgene_census/src/cellxgene_census/experimental/ml
+git filter-repo \
+  --path $ml/__init__.py \
+  --path $ml/pytorch.py \
+  --path $ml/encoders.py \
+  --path $ml/util
+cd ..
+
+# Create a TileDB-SOMA clone, filter to files/commits relevant to PyTorch loaders:
+git clone -o origin -b bkmartinjr/experimentdatapipe git@github.com:single-cell-data/TileDB-SOMA.git soma-pytorch && cd soma-pytorch
+git branch -m main
+renames=()
+for p in CHANGELOG.md README.md notebooks pyproject.toml src tests; do
+  renames+=(--path-rename "other_packages/python/tiledbsoma_ml/$p:$p")
+done
+git filter-repo --force \
+  --path other_packages \
+  --path apis/python/src/tiledbsoma/ml \
+  --path .github/workflows/python-tiledbsoma-ml.yml \
+  "${renames[@]}"
+cd ..
+
+# Initialize TileDB-SOMA-ML clone, fetch filtered Census and TileDB-SOMA branches from the adjacent directories above:
+git clone https://github.com/ryan-williams/TileDB-SOMA-ML soma-ml && cd soma-ml
+git remote add c ../census-ml && git fetch c
+git remote add t ../soma-pytorch && git fetch t
+git reset --hard c/main
+
+# From the filtered Census HEAD, `git mv` the files to where the TileDB-SOMA branch ported them
+tdbs=apis/python/src/tiledbsoma
+mkdir -p $tdbs
+git mv $ml $tdbs/
+
+# Cherry-pick the root commit of the TileDB-SOMA port
+root="$(git rev-list --max-parents=0 t/main)"
+git cherry-pick $root
+# Ensure all files match the TileDB-SOMA root commit
+git status --porcelain | grep '^UU' | cut -c4- | xargs git checkout --theirs --
+# Verify there are no diffs vs TileDB-SOMA root commit
+git diff --exit-code $root
+
+# Rebase `$root..t/main` (the rest of the filtered TileDB-SOMA commits) onto cherry-picked HEAD
+git reset --hard t/main
+git rebase --onto "HEAD@{1}" $root