diff --git a/proto/anki/scheduler.proto b/proto/anki/scheduler.proto
index 1bacd0d1f..e0e653082 100644
--- a/proto/anki/scheduler.proto
+++ b/proto/anki/scheduler.proto
@@ -67,6 +67,8 @@ service BackendSchedulerService {
       returns (ComputeFsrsWeightsResponse);
   // Generates parameters used for FSRS's scheduler benchmarks.
   rpc FsrsBenchmark(FsrsBenchmarkRequest) returns (FsrsBenchmarkResponse);
+  // Used for exporting revlogs for algorithm research.
+  rpc ExportDataset(ExportDatasetRequest) returns (generic.Empty);
 }
 
 message SchedulingState {
@@ -363,6 +365,11 @@ message FsrsBenchmarkResponse {
   repeated float weights = 1;
 }
 
+message ExportDatasetRequest {
+  uint32 min_entries = 1;
+  string target_path = 2;
+}
+
 message FsrsItem {
   repeated FsrsReview reviews = 1;
 }
diff --git a/proto/anki/stats.proto b/proto/anki/stats.proto
index 4ef811df9..14d0eef6f 100644
--- a/proto/anki/stats.proto
+++ b/proto/anki/stats.proto
@@ -217,7 +217,21 @@ message RevlogEntry {
   ReviewKind review_kind = 9;
 }
 
-message RevlogEntries {
-  repeated RevlogEntry entries = 1;
-  int64 next_day_at = 2;
+message CardEntry {
+  int64 id = 1;
+  int64 note_id = 2;
+  int64 deck_id = 3;
+}
+
+message DeckEntry {
+  int64 id = 1;
+  int64 parent_id = 2;
+  int64 preset_id = 3;
+}
+
+message Dataset {
+  repeated RevlogEntry revlogs = 1;
+  repeated CardEntry cards = 2;
+  repeated DeckEntry decks = 3;
+  int64 next_day_at = 4;
 }
diff --git a/pylib/anki/collection.py b/pylib/anki/collection.py
index 27c01e0e1..559434cda 100644
--- a/pylib/anki/collection.py
+++ b/pylib/anki/collection.py
@@ -420,6 +420,11 @@ class Collection(DeprecatedNamesMixin):
     def import_json_string(self, json: str) -> ImportLogWithChanges:
         return self._backend.import_json_string(json)
 
+    def export_dataset_for_research(
+        self, target_path: str, min_entries: int = 0
+    ) -> None:
+        self._backend.export_dataset(min_entries=min_entries, target_path=target_path)
+
     # Image Occlusion
     ##########################################################################
 
diff --git a/rslib/src/scheduler/fsrs/weights.rs b/rslib/src/scheduler/fsrs/weights.rs
index 51bd7107d..3350487e4 100644
--- a/rslib/src/scheduler/fsrs/weights.rs
+++ b/rslib/src/scheduler/fsrs/weights.rs
@@ -1,5 +1,6 @@
 // Copyright: Ankitects Pty Ltd and contributors
 // License: GNU AGPL, version 3 or later; http://www.gnu.org/licenses/agpl.html
+use std::collections::HashMap;
 use std::iter;
 use std::path::Path;
 use std::thread;
@@ -8,7 +9,8 @@ use std::time::Duration;
 use anki_io::write_file;
 use anki_proto::scheduler::ComputeFsrsWeightsResponse;
 use anki_proto::stats::revlog_entry;
-use anki_proto::stats::RevlogEntries;
+use anki_proto::stats::Dataset;
+use anki_proto::stats::DeckEntry;
 use chrono::NaiveDate;
 use chrono::NaiveTime;
 use fsrs::CombinedProgressState;
@@ -19,6 +21,7 @@ use fsrs::FSRS;
 use itertools::Itertools;
 use prost::Message;
 
+use crate::decks::immediate_parent_name;
 use crate::prelude::*;
 use crate::revlog::RevlogEntry;
 use crate::revlog::RevlogReviewKind;
@@ -127,22 +130,51 @@ impl Collection {
     }
 
     /// Used for exporting revlogs for algorithm research.
-    pub fn export_revlog_entries_to_protobuf(
-        &mut self,
-        min_entries: usize,
-        target_path: &Path,
-    ) -> Result<()> {
-        let entries = self.storage.get_all_revlog_entries_in_card_order()?;
-        if entries.len() < min_entries {
+    pub fn export_dataset(&mut self, min_entries: usize, target_path: &Path) -> Result<()> {
+        let revlog_entries = self.storage.get_all_revlog_entries_in_card_order()?;
+        if revlog_entries.len() < min_entries {
             return Err(AnkiError::FsrsInsufficientData);
         }
-        let entries = entries.into_iter().map(revlog_entry_to_proto).collect_vec();
+        let revlogs = revlog_entries
+            .into_iter()
+            .map(revlog_entry_to_proto)
+            .collect_vec();
+        let cards = self.storage.get_all_card_entries()?;
+
+        let decks_map = self.storage.get_decks_map()?;
+        let deck_name_to_id: HashMap<String, DeckId> = decks_map
+            .into_iter()
+            .map(|(id, deck)| (deck.name.to_string(), id))
+            .collect();
+
+        let decks = self
+            .storage
+            .get_all_decks()?
+            .into_iter()
+            .filter_map(|deck| {
+                if let Some(preset_id) = deck.config_id().map(|id| id.0) {
+                    let parent_id = immediate_parent_name(&deck.name.to_string())
+                        .and_then(|parent_name| deck_name_to_id.get(parent_name))
+                        .map(|id| id.0)
+                        .unwrap_or(0);
+                    Some(DeckEntry {
+                        id: deck.id.0,
+                        parent_id,
+                        preset_id,
+                    })
+                } else {
+                    None
+                }
+            })
+            .collect_vec();
         let next_day_at = self.timing_today()?.next_day_at.0;
-        let entries = RevlogEntries {
-            entries,
+        let dataset = Dataset {
+            revlogs,
+            cards,
+            decks,
             next_day_at,
         };
-        let data = entries.encode_to_vec();
+        let data = dataset.encode_to_vec();
         write_file(target_path, data)?;
         Ok(())
     }
diff --git a/rslib/src/scheduler/service/mod.rs b/rslib/src/scheduler/service/mod.rs
index 9cce0c44e..aa71d4829 100644
--- a/rslib/src/scheduler/service/mod.rs
+++ b/rslib/src/scheduler/service/mod.rs
@@ -368,6 +368,15 @@ impl crate::services::BackendSchedulerService for Backend {
         let weights = fsrs.benchmark(train_set);
         Ok(FsrsBenchmarkResponse { weights })
     }
+
+    fn export_dataset(&self, req: scheduler::ExportDatasetRequest) -> Result<()> {
+        self.with_col(|col| {
+            col.export_dataset(
+                req.min_entries.try_into().unwrap(),
+                req.target_path.as_ref(),
+            )
+        })
+    }
 }
 
 fn fsrs_item_proto_to_fsrs(item: anki_proto::scheduler::FsrsItem) -> FSRSItem {
diff --git a/rslib/src/storage/card/get_card_entry.sql b/rslib/src/storage/card/get_card_entry.sql
new file mode 100644
index 000000000..d7d76ab87
--- /dev/null
+++ b/rslib/src/storage/card/get_card_entry.sql
@@ -0,0 +1,7 @@
+SELECT id,
+  nid,
+  CASE
+    WHEN odid = 0 THEN did
+    ELSE odid
+  END AS did
+FROM cards;
\ No newline at end of file
diff --git a/rslib/src/storage/card/mod.rs b/rslib/src/storage/card/mod.rs
index f290a7f71..51263a8b1 100644
--- a/rslib/src/storage/card/mod.rs
+++ b/rslib/src/storage/card/mod.rs
@@ -9,6 +9,7 @@ use std::convert::TryFrom;
 use std::fmt;
 use std::result;
 
+use anki_proto::stats::CardEntry;
 use rusqlite::named_params;
 use rusqlite::params;
 use rusqlite::types::FromSql;
@@ -87,6 +88,14 @@ fn row_to_card(row: &Row) -> result::Result<Card, rusqlite::Error> {
     })
 }
 
+fn row_to_card_entry(row: &Row) -> Result<CardEntry> {
+    Ok(CardEntry {
+        id: row.get(0)?,
+        note_id: row.get(1)?,
+        deck_id: row.get(2)?,
+    })
+}
+
 fn row_to_new_card(row: &Row) -> result::Result<NewCard, rusqlite::Error> {
     Ok(NewCard {
         id: row.get(0)?,
@@ -108,6 +117,13 @@ impl super::SqliteStorage {
             .map_err(Into::into)
     }
 
+    pub(crate) fn get_all_card_entries(&self) -> Result<Vec<CardEntry>> {
+        self.db
+            .prepare_cached(include_str!("get_card_entry.sql"))?
+            .query_and_then([], row_to_card_entry)?
+            .collect()
+    }
+
     pub(crate) fn update_card(&self, card: &Card) -> Result<()> {
         let mut stmt = self.db.prepare_cached(include_str!("update_card.sql"))?;
         stmt.execute(params![