{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2021:QQY47XGFGKNNIIIFF6RLP4U725","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"f075c2e0a11b4e6ef925f84f13d00e1340ffe53165be0a0f9d11f7655d3714b7","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"math.OC","submitted_at":"2021-04-14T07:38:22Z","title_canon_sha256":"1a223c3ba4192d825f6dbc47670b7e686a68edb41bc48394c6e52b9c2c1b1221"},"schema_version":"1.0","source":{"id":"2104.06675","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2104.06675","created_at":"2026-07-05T03:20:01Z"},{"alias_kind":"arxiv_version","alias_value":"2104.06675v2","created_at":"2026-07-05T03:20:01Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2104.06675","created_at":"2026-07-05T03:20:01Z"},{"alias_kind":"pith_short_12","alias_value":"QQY47XGFGKNN","created_at":"2026-07-05T03:20:01Z"},{"alias_kind":"pith_short_16","alias_value":"QQY47XGFGKNNIIIF","created_at":"2026-07-05T03:20:01Z"},{"alias_kind":"pith_short_8","alias_value":"QQY47XGF","created_at":"2026-07-05T03:20:01Z"}],"graph_snapshots":[{"event_id":"sha256:84ef86bbd310ab019346c76877fac7198f0496f5c21906dd1a26d36467af36f5","target":"graph","created_at":"2026-07-05T03:20:01Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2104.06675/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We present FrankWolfe.jl, an open-source implementation of several popular Frank-Wolfe and Conditional Gradients variants for first-order constrained optimization. The package is designed with flexibility and high-performance in mind, allowing for easy extension and relying on few assumptions regarding the user-provided functions. It supports Julia's unique multiple dispatch feature, and interfaces smoothly with generic linear optimization formulations using MathOptInterface.jl.","authors_text":"Alejandro Carderera, Mathieu Besan\\c{c}on, Sebastian Pokutta","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"math.OC","submitted_at":"2021-04-14T07:38:22Z","title":"FrankWolfe.jl: a high-performance and flexible toolbox for Frank-Wolfe algorithms and Conditional Gradients"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2104.06675","kind":"arxiv","version":2},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:ff4c982dc356b77eeac306d61e0e9ab6e27546607dbb19469aaac98db0de3a9f","target":"record","created_at":"2026-07-05T03:20:01Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"f075c2e0a11b4e6ef925f84f13d00e1340ffe53165be0a0f9d11f7655d3714b7","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"math.OC","submitted_at":"2021-04-14T07:38:22Z","title_canon_sha256":"1a223c3ba4192d825f6dbc47670b7e686a68edb41bc48394c6e52b9c2c1b1221"},"schema_version":"1.0","source":{"id":"2104.06675","kind":"arxiv","version":2}},"canonical_sha256":"8431cfdcc5329ad421052fa2b7f29fd775119c63bcad58cfe718a1d0342ea75d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8431cfdcc5329ad421052fa2b7f29fd775119c63bcad58cfe718a1d0342ea75d","first_computed_at":"2026-07-05T03:20:01.558618Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T03:20:01.558618Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"RZi9gaOS8WECpHJ45J94z3279mzhCXgcg7HoyYtMU+ikf3/IIJVugeHTU7Ne9saUsW1jJA4Gpi6oX+6s4EeCCQ==","signature_status":"signed_v1","signed_at":"2026-07-05T03:20:01.559105Z","signed_message":"canonical_sha256_bytes"},"source_id":"2104.06675","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ff4c982dc356b77eeac306d61e0e9ab6e27546607dbb19469aaac98db0de3a9f","sha256:84ef86bbd310ab019346c76877fac7198f0496f5c21906dd1a26d36467af36f5"],"state_sha256":"0f5ce1a1fcdac2995a0532de245257312522c86660b063647fa5f0f214cd1f6e"}