{"schema_version":"onlylabs.public_signal.v1","title":"Google (DeepMind / Gemini) Repo: google-deepmind/agg_data_uai25","description":"Google (DeepMind / Gemini) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/fb297dbe-9824-41c2-95ee-be1beee74076","json_url":"https://onlylabs.fyi/signals/fb297dbe-9824-41c2-95ee-be1beee74076/signal.json","generated_at":"2026-06-11T04:00:17.825008+00:00","org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/google-deepmind","dossier_json_url":"https://onlylabs.fyi/labs/google-deepmind/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/fb297dbe-9824-41c2-95ee-be1beee74076","signal_json":"https://onlylabs.fyi/signals/fb297dbe-9824-41c2-95ee-be1beee74076/signal.json","source":"https://github.com/google-deepmind/agg_data_uai25","lab_dossier":"https://onlylabs.fyi/labs/google-deepmind","lab_dossier_json":"https://onlylabs.fyi/labs/google-deepmind/dossier.json","analysis":"https://onlylabs.fyi/analysis/google-deepmind","analysis_json":"https://onlylabs.fyi/analysis/google-deepmind/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/google-deepmind/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"}]}},"answer_pack":{"answer":"Google (DeepMind / Gemini) published google-deepmind/agg_data_uai25 (Python). 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data-business implications."},"semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published repo","object":"google-deepmind/agg_data_uai25","text":"Google (DeepMind / Gemini) published repo google-deepmind/agg_data_uai25."},{"subject":"google-deepmind/agg_data_uai25","predicate":"is classified as","object":"repo signal","text":"google-deepmind/agg_data_uai25 is classified as repo signal."},{"subject":"google-deepmind/agg_data_uai25","predicate":"belongs to","object":"repos desk","text":"google-deepmind/agg_data_uai25 belongs to repos desk."},{"subject":"google-deepmind/agg_data_uai25","predicate":"has context","object":"Python","text":"google-deepmind/agg_data_uai25 has context Python."},{"subject":"google-deepmind/agg_data_uai25","predicate":"has evidence coverage","object":"1 captured evidence page","text":"google-deepmind/agg_data_uai25 has evidence coverage 1 captured evidence page."},{"subject":"google-deepmind/agg_data_uai25","predicate":"matches 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tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"google-deepmind/agg_data_uai25","predicate":"has source host","object":"github.com","text":"google-deepmind/agg_data_uai25 has source host github.com."},{"subject":"google-deepmind/agg_data_uai25","predicate":"has lab","object":"Google (DeepMind / Gemini)","text":"google-deepmind/agg_data_uai25 has lab Google (DeepMind / Gemini)."},{"subject":"google-deepmind/agg_data_uai25","predicate":"has signal desk","object":"repos","text":"google-deepmind/agg_data_uai25 has signal desk repos."},{"subject":"google-deepmind/agg_data_uai25","predicate":"has source host","object":"github.com","text":"google-deepmind/agg_data_uai25 has source host github.com."},{"subject":"google-deepmind/agg_data_uai25","predicate":"has repository","object":"google-deepmind/agg_data_uai25","text":"google-deepmind/agg_data_uai25 has repository 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This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo google-deepmind/agg_data_uai25 · language Python · Low-star repo by Deepmind, not notable. onlylabs links this event to 1 captured evidence page and 6 related repo signals. 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Install [XManager](https://github.com/google-deepmind/xmanager) - Install [Docker](https://github.com/google-deepmind/xmanager#install-docker-optional) - (Optional, Recommended) Make a virtual environment: `cd <w2s> python -m venv .venv source .venv/bin/activate` - Run `pip install -r requirements.txt` from opt_bagging/ folder - Run the following: `docker volume create agg` Usage Setup: - Download the Wine Quality (Red and White) datasets from [here](https://archive.ics.uci.edu/dataset/186/wine+quality) and save them as csv files: `opt_bagging/data/wine_quality/winequality-{white,red}.csv` Launch: - Define the dataset to be use in xm_launch.py and other hyperparameters as well. - To create and save cross-validation splits set..."},"evidence_pages":[{"url":"https://github.com/google-deepmind/agg_data_uai25","final_url":"https://github.com/google-deepmind/agg_data_uai25","title":"google-deepmind/agg_data_uai25 repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:00:17.825008+00:00","bytes":10668,"raw_path":"80376295997966b2603e3bcfb5c0ed509b98b2573622330011847480e63df220.json","content_hash":"6564c969cc42b623da2384565e8f61cdfdd846a3651a03e289cf6a0252d7bdbe","excerpt_chars":1200,"truncated":true,"excerpt":"google-deepmind/agg_data_uai25 Language: Python License: Apache-2.0 Stars: 2 Forks: 0 Open issues: 0 Created: 2025-06-30T09:22:56Z Pushed: 2025-06-30T09:25:20Z Default branch: main Fork: no Archived: no README: Aggregating Data for Optimal and Private Learning This repository accompanies the publication > [Aggregating Data for Optimal and Private Learning](https://arxiv.org/abs/2411.19045). > *UAI 2025 (Main Conference Oral)* Installation - Install [XManager](https://github.com/google-deepmind/xmanager) - Install [Docker](https://github.com/google-deepmind/xmanager#install-docker-optional) - (Optional, Recommended) Make a virtual environment: `cd <w2s> python -m venv .venv source .venv/bin/activate` - Run `pip install -r requirements.txt` from opt_bagging/ folder - Run the following: `docker volume create agg` Usage Setup: - Download the Wine Quality (Red and White) datasets from [here](https://archive.ics.uci.edu/dataset/186/wine+quality) and save them as csv files: `opt_bagging/data/wine_quality/winequality-{white,red}.csv` Launch: - Define the dataset to be use in xm_launch.py and other hyperparameters as well. - To create and save cross-validation splits set..."}],"related_signals":[{"id":"02f8701d-7bfd-41b5-aabe-1ad72a880dfb","url":"https://onlylabs.fyi/signals/02f8701d-7bfd-41b5-aabe-1ad72a880dfb","source_url":"https://github.com/google-deepmind/unpic","title":"google-deepmind/unpic","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-06-04T14:37:24+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"},{"id":"35320cac-ddbe-4f25-a3b5-384a0ca0030b","url":"https://onlylabs.fyi/signals/35320cac-ddbe-4f25-a3b5-384a0ca0030b","source_url":"https://github.com/google-deepmind/seeing_without_pixels","title":"google-deepmind/seeing_without_pixels","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-06-03T04:04:52+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"},{"id":"62f799ef-bf1d-4aee-9f87-fa0de8bb5e81","url":"https://onlylabs.fyi/signals/62f799ef-bf1d-4aee-9f87-fa0de8bb5e81","source_url":"https://github.com/google-deepmind/nested","title":"google-deepmind/nested","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-05-18T16:16:42+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"},{"id":"e67b1d5f-ef62-4574-80df-a72a4bded705","url":"https://onlylabs.fyi/signals/e67b1d5f-ef62-4574-80df-a72a4bded705","source_url":"https://github.com/google-deepmind/science-skills","title":"google-deepmind/science-skills","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-05-13T16:17:41+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"},{"id":"7b714793-a56e-495b-8d57-85fd2850555a","url":"https://onlylabs.fyi/signals/7b714793-a56e-495b-8d57-85fd2850555a","source_url":"https://github.com/google-deepmind/alphaproof-nexus-results","title":"google-deepmind/alphaproof-nexus-results","context":"Lean","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-05-13T09:59:21+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"},{"id":"dab748d2-53d6-4972-a594-eb6bfbf727ea","url":"https://onlylabs.fyi/signals/dab748d2-53d6-4972-a594-eb6bfbf727ea","source_url":"https://github.com/google-deepmind/tecci","title":"google-deepmind/tecci","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-05-05T12:22:40+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"}]}