{"schema_version":"onlylabs.public_signal.v1","title":"Google (DeepMind / Gemini) Repo: google-deepmind/autonumerics_zero","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/a6a933a5-b6ed-44d0-80c3-3c65d7287dee","json_url":"https://onlylabs.fyi/signals/a6a933a5-b6ed-44d0-80c3-3c65d7287dee/signal.json","generated_at":"2026-06-11T04:00:34.423613+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/a6a933a5-b6ed-44d0-80c3-3c65d7287dee","signal_json":"https://onlylabs.fyi/signals/a6a933a5-b6ed-44d0-80c3-3c65d7287dee/signal.json","source":"https://github.com/google-deepmind/autonumerics_zero","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":null},"answer_pack":{"answer":"Google (DeepMind / Gemini) published google-deepmind/autonumerics_zero (Python). 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Usage Compilation requires Clang. The package contains an example experiment spec. To test it, run: ``` export CC=clang++ bazel run evolution/projects/graphs/joy:run_worker -- --logtostderr --worker=\"$(cat evolution/projects/graphs/joy/open_source_num_ops_config.textproto)\" ``` Citing this work Esteban Real et al., \"AutoNumerics-Zero: Automated Discovery of State-of-the-Art Mathematical Functions.\" arXiv preprint arXiv:2312.08472 (2023). ``` @article{ereal2024autonumerics, title={AutoNumerics-Zero: Automated Discovery of State-of-the-Art Mathematical Functions}, author={Real, Esteban et al.}, journal={arXiv preprint arXiv:2312.08472}, year={2023}} ``` License and disclaimer Copyright 2024 DeepMind Technologies Limited All software is licensed under the Apache License, Version 2.0 (Apache 2.0); you..."},"evidence_pages":[{"url":"https://github.com/google-deepmind/autonumerics_zero","final_url":"https://github.com/google-deepmind/autonumerics_zero","title":"google-deepmind/autonumerics_zero repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:00:34.423613+00:00","bytes":10263,"raw_path":"2e08120802484432d24003e6bdd1dea18574a8785115a364fe55deeb144e6084.json","content_hash":"0139cf36445020c60ec13f5fe3f1deae9425b48bddb631d96f99081c961860bf","excerpt_chars":1200,"truncated":true,"excerpt":"google-deepmind/autonumerics_zero Language: Python License: Apache-2.0 Stars: 14 Forks: 9 Open issues: 5 Created: 2025-02-24T21:23:15Z Pushed: 2026-05-25T09:54:48Z Default branch: main Fork: no Archived: no README: autonumerics_zero AutoNumerics-Zero, a method to evolve programs that compute transcendental functions efficiently—searching from scratch and without knowledge of numerics. Usage Compilation requires Clang. The package contains an example experiment spec. To test it, run: ``` export CC=clang++ bazel run evolution/projects/graphs/joy:run_worker -- --logtostderr --worker=\"$(cat evolution/projects/graphs/joy/open_source_num_ops_config.textproto)\" ``` Citing this work Esteban Real et al., \"AutoNumerics-Zero: Automated Discovery of State-of-the-Art Mathematical Functions.\" arXiv preprint arXiv:2312.08472 (2023). ``` @article{ereal2024autonumerics, title={AutoNumerics-Zero: Automated Discovery of State-of-the-Art Mathematical Functions}, author={Real, Esteban et al.}, journal={arXiv preprint arXiv:2312.08472}, year={2023}} ``` License and disclaimer Copyright 2024 DeepMind Technologies Limited All software is licensed under the Apache License, Version 2.0 (Apache 2.0); you..."}],"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"}]}