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README.md

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+---
+license: cc-by-4.0
+tags: [causal-inference, time-series, benchmark, dotime]
+---
+
+# dot-RegimeSwitch-v1
+
+A frozen evaluation suite from **DoTime** (KDD 2027 Datasets & Benchmarks).
+
+- Episodes: 9999
+- Schema: parquet shards + `manifest.json` (md5-checksummed), Croissant metadata.
+- Load with:
+
+```python
+from dotime.benchmarks import load_benchmark
+suite = load_benchmark("dot-RegimeSwitch-v1")   # pulls this repo at tag v1.0.0
+```
+
+Generated reproducibly by `scripts/build_release.py`. Zenodo DOI is the citable
+archive of record.

croissant.json

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+{
+  "@context": {
+    "@vocab": "https://schema.org/",
+    "cr": "http://mlcommons.org/croissant/"
+  },
+  "@type": "Dataset",
+  "name": "dot-RegimeSwitch-v1",
+  "version": "1.0.0",
+  "description": "dot-RegimeSwitch-v1 (regime generator).",
+  "license": "https://spdx.org/licenses/CC-BY-4.0.html",
+  "citation": "CausalTime (KDD 2027 Datasets & Benchmarks).",
+  "cr:schemaVersion": "1",
+  "distribution": [
+    {
+      "@type": "cr:FileObject",
+      "@id": "shard-0000.parquet",
+      "contentSize": null,
+      "md5": "55257d4582287a142b231a0c89178b2b",
+      "encodingFormat": "application/vnd.apache.parquet"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "shard-0001.parquet",
+      "contentSize": null,
+      "md5": "0c42ed68e5f7b8c311dde25515941a33",
+      "encodingFormat": "application/vnd.apache.parquet"
+    }
+  ],
+  "cr:recordSet": {
+    "@type": "cr:RecordSet",
+    "field": [
+      {
+        "@id": "x_obs",
+        "dataType": "cr:Float",
+        "description": "Observational trajectory (T*N row-major)."
+      },
+      {
+        "@id": "x_int",
+        "dataType": "cr:Float",
+        "description": "Interventional trajectory (T*N row-major)."
+      },
+      {
+        "@id": "y_true",
+        "dataType": "cr:Float",
+        "description": "Exact interventional outcome at the query."
+      },
+      {
+        "@id": "structure",
+        "dataType": "cr:Text",
+        "description": "Identification structure label."
+      },
+      {
+        "@id": "tier",
+        "dataType": "cr:Integer",
+        "description": "Difficulty tier."
+      }
+    ]
+  }
+}

manifest.json

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+{
+  "name": "dot-RegimeSwitch-v1",
+  "version": "1.0.0",
+  "schema_version": "1",
+  "package_version": "0.1.0",
+  "seed": 20262719,
+  "n_episodes": 9999,
+  "structures": [],
+  "license": "CC-BY-4.0",
+  "shards": [
+    {
+      "file": "shard-0000.parquet",
+      "n_episodes": 5000,
+      "md5": "55257d4582287a142b231a0c89178b2b"
+    },
+    {
+      "file": "shard-0001.parquet",
+      "n_episodes": 4999,
+      "md5": "0c42ed68e5f7b8c311dde25515941a33"
+    }
+  ],
+  "generator": "regime",
+  "config_hash": "06cddc8528edd4cd",
+  "scale": 1.0
+}

shard-0000.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:a7504a1d58648787a6a682cff66bff4b90d4588fe62c794dad0a8b56d0ce0520
+size 81527792

shard-0001.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:016b4bf050a9cb115c358fc48826c4ea7e710dbf47bdea4042c23ebae7bab5f5
+size 82270530