{"adoption": {"forks": 332, "observed_at": "2026-08-28T04:06:56.766085+00:00", "stars": 2497}, "canonical_url": "https://ross.abutalabs.com/products/awesome-pruning", "card": {"archived": false, "artifact_type": "learning-resource", "description": "A curated list of neural network pruning resources.", "domain": ["deep-learning", "machine-learning", "awesome-lists"], "enriched": true, "function": ["machine-learning", "deep-learning"], "health_score": 20, "homepage": null, "language": null, "license": null, "license_family": "other", "maturity": "active", "member_repos": ["he-y/Awesome-Pruning"], "name": "he-y/Awesome-Pruning", "platform": ["cross-platform"], "pushed_at": "2024-04-04T07:18:56+00:00", "repo": "he-y/Awesome-Pruning", "stars": 2497, "tags": ["neural-network-pruning", "model-compression", "model-acceleration", "curated-list", "papers"], "topics": ["pruning", "model-compression", "model-acceleration", "awesome-list"], "urls": [], "use_cases": ["find papers on neural network pruning", "learn about structured pruning for CNNs", "research model compression techniques", "find pruning papers with code implementations", "survey filter and weight pruning methods", "keep up with model acceleration research"], "what_it_is": "A curated awesome-list of neural network pruning resources, including papers organized by year and pruning type (filter, weight, special networks), plus a structured pruning survey. It serves as a research reference rather than a runnable tool.", "when_to_avoid": ["you need runnable pruning or compression software", "you want a tutorial or hands-on implementation guide", "you need non-pruning compression methods like quantization or distillation"], "when_to_choose": ["you need a comprehensive, categorized bibliography of pruning research", "you are surveying model compression literature by year or technique", "you want links to pruning papers with available code"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/awesome-pruning", "repo": "he-y/Awesome-Pruning", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:56.766085+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:27:08.228834+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ac0930dacdf219595b41ad1284f5b8a0b5865adc6d6532aafb8efe9f2e13e33b", "fetched_at": "2026-08-28T04:06:56.766085+00:00", "kind": "readme", "missing": false, "url": "https://github.com/he-y/Awesome-Pruning"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:56.766085+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:27:08.228834+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ac0930dacdf219595b41ad1284f5b8a0b5865adc6d6532aafb8efe9f2e13e33b", "fetched_at": "2026-08-28T04:06:56.766085+00:00", "kind": "readme", "missing": false, "url": "https://github.com/he-y/Awesome-Pruning"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:27:08.228834+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ac0930dacdf219595b41ad1284f5b8a0b5865adc6d6532aafb8efe9f2e13e33b", "fetched_at": "2026-08-28T04:06:56.766085+00:00", "kind": "readme", "missing": false, "url": "https://github.com/he-y/Awesome-Pruning"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:56.766085+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:56.766085+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:56.766085+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:27:08.228834+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ac0930dacdf219595b41ad1284f5b8a0b5865adc6d6532aafb8efe9f2e13e33b", "fetched_at": "2026-08-28T04:06:56.766085+00:00", "kind": "readme", "missing": false, "url": "https://github.com/he-y/Awesome-Pruning"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:56.766085+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:56.766085+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:27:08.228834+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ac0930dacdf219595b41ad1284f5b8a0b5865adc6d6532aafb8efe9f2e13e33b", "fetched_at": "2026-08-28T04:06:56.766085+00:00", "kind": "readme", "missing": false, "url": "https://github.com/he-y/Awesome-Pruning"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:56.766085+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:56.766085+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:56.766085+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:27:08.228834+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ac0930dacdf219595b41ad1284f5b8a0b5865adc6d6532aafb8efe9f2e13e33b", "fetched_at": "2026-08-28T04:06:56.766085+00:00", "kind": "readme", "missing": false, "url": "https://github.com/he-y/Awesome-Pruning"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:56.766085+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:56.766085+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:27:08.228834+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ac0930dacdf219595b41ad1284f5b8a0b5865adc6d6532aafb8efe9f2e13e33b", "fetched_at": "2026-08-28T04:06:56.766085+00:00", "kind": "readme", "missing": false, "url": "https://github.com/he-y/Awesome-Pruning"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:27:08.228834+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ac0930dacdf219595b41ad1284f5b8a0b5865adc6d6532aafb8efe9f2e13e33b", "fetched_at": "2026-08-28T04:06:56.766085+00:00", "kind": "readme", "missing": false, "url": "https://github.com/he-y/Awesome-Pruning"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:27:08.228834+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ac0930dacdf219595b41ad1284f5b8a0b5865adc6d6532aafb8efe9f2e13e33b", "fetched_at": "2026-08-28T04:06:56.766085+00:00", "kind": "readme", "missing": false, "url": "https://github.com/he-y/Awesome-Pruning"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:27:08.228834+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ac0930dacdf219595b41ad1284f5b8a0b5865adc6d6532aafb8efe9f2e13e33b", "fetched_at": "2026-08-28T04:06:56.766085+00:00", "kind": "readme", "missing": false, "url": "https://github.com/he-y/Awesome-Pruning"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2652, "days_push": 881, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 32, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}