{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Repo: PaddlePaddle/PaddleTS","description":"Baidu (ERNIE) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/a2908b9a-8c4c-427e-912a-71e5e3567394","json_url":"https://onlylabs.fyi/signals/a2908b9a-8c4c-427e-912a-71e5e3567394/signal.json","generated_at":"2026-06-11T03:57:49.07049+00:00","org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/baidu","dossier_json_url":"https://onlylabs.fyi/labs/baidu/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/a2908b9a-8c4c-427e-912a-71e5e3567394","signal_json":"https://onlylabs.fyi/signals/a2908b9a-8c4c-427e-912a-71e5e3567394/signal.json","source":"https://github.com/PaddlePaddle/PaddleTS","lab_dossier":"https://onlylabs.fyi/labs/baidu","lab_dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis":"https://onlylabs.fyi/analysis/baidu","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/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"},{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}]}},"answer_pack":{"answer":"Baidu (ERNIE) published PaddlePaddle/PaddleTS (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo PaddlePaddle/PaddleTS · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand, Product and customer in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/PaddlePaddle/PaddleTS","source_host":"github.com","occurred_at":"2022-05-17T07:59:04+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Baidu (ERNIE)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"PaddlePaddle/PaddleTS","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"546","source":"traction"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"data","source":"radar"},{"label":"Matched term","value":"dataset","source":"radar"},{"label":"Matched term","value":"support","source":"radar"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/PaddlePaddle/PaddleTS"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:57:49.07049+00:00"},"data_business":{"matches":true,"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"},{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}],"matched_terms":["data","dataset","support"],"score":28,"reason":"Baidu (ERNIE) has a repo signal matching data demand, product and customer."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/a2908b9a-8c4c-427e-912a-71e5e3567394/signal.json","dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Which data-business lane explains this signal: Data demand, Product and customer?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/a2908b9a-8c4c-427e-912a-71e5e3567394/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleTS","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/baidu/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/baidu/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Baidu (ERNIE)'s repo signal \"PaddlePaddle/PaddleTS\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/PaddleTS","text":"Baidu (ERNIE) published repo PaddlePaddle/PaddleTS."},{"subject":"PaddlePaddle/PaddleTS","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/PaddleTS is classified as repo signal."},{"subject":"PaddlePaddle/PaddleTS","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/PaddleTS belongs to repos desk."},{"subject":"PaddlePaddle/PaddleTS","predicate":"has context","object":"Python","text":"PaddlePaddle/PaddleTS has context Python."},{"subject":"PaddlePaddle/PaddleTS","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleTS has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleTS","predicate":"matches data-business lanes","object":"Data demand, Product and customer","text":"PaddlePaddle/PaddleTS matches data-business lanes Data demand, Product and customer."},{"subject":"PaddlePaddle/PaddleTS","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleTS has captured page count 1."},{"subject":"PaddlePaddle/PaddleTS","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleTS has readable page count 1."},{"subject":"PaddlePaddle/PaddleTS","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleTS has related signal count 6."},{"subject":"PaddlePaddle/PaddleTS","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"PaddlePaddle/PaddleTS has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"PaddlePaddle/PaddleTS","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleTS has source host github.com."},{"subject":"PaddlePaddle/PaddleTS","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleTS has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleTS","predicate":"has signal desk","object":"repos","text":"PaddlePaddle/PaddleTS has signal desk repos."},{"subject":"PaddlePaddle/PaddleTS","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleTS has source host github.com."},{"subject":"PaddlePaddle/PaddleTS","predicate":"has repository","object":"PaddlePaddle/PaddleTS","text":"PaddlePaddle/PaddleTS has repository PaddlePaddle/PaddleTS."},{"subject":"PaddlePaddle/PaddleTS","predicate":"has language","object":"Python","text":"PaddlePaddle/PaddleTS has language Python."},{"subject":"PaddlePaddle/PaddleTS","predicate":"has stars","object":"546","text":"PaddlePaddle/PaddleTS has stars 546."},{"subject":"PaddlePaddle/PaddleTS","predicate":"has radar lane","object":"Data demand","text":"PaddlePaddle/PaddleTS has radar lane Data demand."},{"subject":"PaddlePaddle/PaddleTS","predicate":"has radar lane","object":"Product and customer","text":"PaddlePaddle/PaddleTS has radar lane Product and customer."}]},"intelligence":{"signal_desk":"repos","answer":"Baidu (ERNIE) published PaddlePaddle/PaddleTS (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo PaddlePaddle/PaddleTS · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand, Product and customer in the data-business radar.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/PaddleTS","text":"Baidu (ERNIE) published repo PaddlePaddle/PaddleTS."},{"subject":"PaddlePaddle/PaddleTS","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/PaddleTS is classified as repo signal."},{"subject":"PaddlePaddle/PaddleTS","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/PaddleTS belongs to repos desk."},{"subject":"PaddlePaddle/PaddleTS","predicate":"has context","object":"Python","text":"PaddlePaddle/PaddleTS has context Python."},{"subject":"PaddlePaddle/PaddleTS","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleTS has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleTS","predicate":"matches data-business lanes","object":"Data demand, Product and customer","text":"PaddlePaddle/PaddleTS matches data-business lanes Data demand, Product and customer."}]},"signal":{"id":"a2908b9a-8c4c-427e-912a-71e5e3567394","url":"https://onlylabs.fyi/signals/a2908b9a-8c4c-427e-912a-71e5e3567394","json_url":"https://onlylabs.fyi/signals/a2908b9a-8c4c-427e-912a-71e5e3567394/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleTS","title":"PaddlePaddle/PaddleTS","summary":"Baidu (ERNIE) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2022-05-17T07:59:04+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/PaddlePaddle/PaddleTS"]},"facets":{"repo":"PaddlePaddle/PaddleTS","language":"Python"},"traction":{"github_stars":546,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data"},{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product"}],"score":28,"matched_terms":["data","dataset","support"],"reason":"Baidu (ERNIE) has a repo signal matching data demand, product and customer."}},"primary_evidence_page":{"url":"https://github.com/PaddlePaddle/PaddleTS","final_url":"https://github.com/PaddlePaddle/PaddleTS","title":"PaddlePaddle/PaddleTS repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:49.07049+00:00","bytes":16759,"raw_path":"afbddfadc3e1d46becaca667ab47bafb08ecd14bb00c8e3eb0608db60f833950.json","content_hash":"b535e0445bd1bf2226d423be036fbc8ba1699dfa3ed1882c5fe752373ea885d3","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/PaddleTS Description: Awesome Easy-to-Use Deep Time Series Modeling based on PaddlePaddle, including comprehensive functionality modules like TSDataset, Analysis, Transform, Models, AutoTS, and Ensemble, etc., supporting versatile tasks like time series forecasting, representation learning, and anomaly detection, etc., featured with quick tracking of SOTA deep models. Language: Python License: Apache-2.0 Stars: 546 Forks: 125 Open issues: 6 Created: 2022-05-17T07:59:04Z Pushed: 2026-04-17T03:43:24Z Default branch: release_v1.1 Fork: no Archived: no README: **简体中文** | [English](./README_en.md) <p align=\"center\"> <img src=\"docs/static/images/logo/paddlets-readme-logo.png\" align=\"middle\" width=\"500\"> <p> ------------------------------------------------------------------------------------------ <p align=\"center\"> <a href=\"https://github.com/PaddlePaddle/PaddleTS/graphs/contributors\"><img src=\"https://img.shields.io/github/contributors/PaddlePaddle/PaddleTS?color=9ea\"></a> <a href=\"\"><img src=\"https://img.shields.io/badge/python-3.7+-aff.svg\"></a> <a href=\"\"><img src=\"https://img.shields.io/badge/paddlepaddle-2.3.0+-aff.svg\"></a> <a..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PaddleTS","final_url":"https://github.com/PaddlePaddle/PaddleTS","title":"PaddlePaddle/PaddleTS repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:49.07049+00:00","bytes":16759,"raw_path":"afbddfadc3e1d46becaca667ab47bafb08ecd14bb00c8e3eb0608db60f833950.json","content_hash":"b535e0445bd1bf2226d423be036fbc8ba1699dfa3ed1882c5fe752373ea885d3","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/PaddleTS Description: Awesome Easy-to-Use Deep Time Series Modeling based on PaddlePaddle, including comprehensive functionality modules like TSDataset, Analysis, Transform, Models, AutoTS, and Ensemble, etc., supporting versatile tasks like time series forecasting, representation learning, and anomaly detection, etc., featured with quick tracking of SOTA deep models. Language: Python License: Apache-2.0 Stars: 546 Forks: 125 Open issues: 6 Created: 2022-05-17T07:59:04Z Pushed: 2026-04-17T03:43:24Z Default branch: release_v1.1 Fork: no Archived: no README: **简体中文** | [English](./README_en.md) <p align=\"center\"> <img src=\"docs/static/images/logo/paddlets-readme-logo.png\" align=\"middle\" width=\"500\"> <p> ------------------------------------------------------------------------------------------ <p align=\"center\"> <a href=\"https://github.com/PaddlePaddle/PaddleTS/graphs/contributors\"><img src=\"https://img.shields.io/github/contributors/PaddlePaddle/PaddleTS?color=9ea\"></a> <a href=\"\"><img src=\"https://img.shields.io/badge/python-3.7+-aff.svg\"></a> <a href=\"\"><img src=\"https://img.shields.io/badge/paddlepaddle-2.3.0+-aff.svg\"></a> <a..."}],"related_signals":[{"id":"19133a46-a10c-4d39-bf33-e17104e0737b","url":"https://onlylabs.fyi/signals/19133a46-a10c-4d39-bf33-e17104e0737b","source_url":"https://github.com/PaddlePaddle/Paddle-Metax","title":"PaddlePaddle/Paddle-Metax","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-14T07:06:27+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"ba2b07e3-e9cf-4a22-ad30-3010bebe580e","url":"https://onlylabs.fyi/signals/ba2b07e3-e9cf-4a22-ad30-3010bebe580e","source_url":"https://github.com/PaddlePaddle/TST","title":"PaddlePaddle/TST","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-02-11T15:47:20+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"c8180835-13f7-46e6-b929-991d7079bfcb","url":"https://onlylabs.fyi/signals/c8180835-13f7-46e6-b929-991d7079bfcb","source_url":"https://github.com/PaddlePaddle/Paddle-iluvatar","title":"PaddlePaddle/Paddle-iluvatar","context":"Cuda","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-02-05T09:52:37+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"e5700d74-1f5c-44a4-981c-a0aac8046a01","url":"https://onlylabs.fyi/signals/e5700d74-1f5c-44a4-981c-a0aac8046a01","source_url":"https://github.com/PaddlePaddle/PaddleFleet","title":"PaddlePaddle/PaddleFleet","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-11-10T14:21:53+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"08704824-8e3b-4bed-9ed0-f344b83bc3b6","url":"https://onlylabs.fyi/signals/08704824-8e3b-4bed-9ed0-f344b83bc3b6","source_url":"https://github.com/PaddlePaddle/PassNet","title":"PaddlePaddle/PassNet","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-07-31T12:10:28+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"55dd2dfb-40a8-4dfe-a3dc-4e41877cea0d","url":"https://onlylabs.fyi/signals/55dd2dfb-40a8-4dfe-a3dc-4e41877cea0d","source_url":"https://github.com/PaddlePaddle/GraphNet","title":"PaddlePaddle/GraphNet","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-07-18T02:34:08+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"}]}