{ "ready": true, "site": { "id": 0, "domain": "baysonfox.com", "display_name": "湾儿子狐狸", "primary_country_code": "", "category_name": "Business" }, "metrics": { "global_rank": 20739, "country_rank": 10894, "category_rank": 20, "daily_pageviews_per_visitor": 4.01, "daily_time_on_site_seconds": 314, "bounce_rate": 30.44, "search_visits_percent": 41.5, "total_sites_linking_in": 1, "monthly_unique_visitors": 106, "recorded_at": "2026-04-01 01:11:45" }, "audit": { "score": 95 }, "traffic_sources": { "direct_percent": 27.49, "search_percent": 35.48, "social_percent": 8.32, "referral_percent": 12, "email_percent": 6.47, "paid_percent": 10.24 }, "seo_profile": { "backlinks_total": 1, "referring_domains": 1, "dofollow_backlinks_percent": 0, "organic_keywords": 76, "indexed_pages": 37, "page_speed_score": 100, "mobile_friendliness_score": 91, "authority_score": 41, "spam_risk_score": 37 }, "crawl_report": { "robots_status": 200, "sitemap_status": 200, "sitemap_total_urls": 37, "crawl_blocked": false, "crawl_blocked_by": "", "crawl_blocked_reason": "", "notes": [], "created_at": "2026-04-01 01:11:45" }, "keywords": [ { "keyword": "湾儿子狐狸", "position": 20, "search_engine": "Estimated", "checked_at": "2026-04-13 16:21:51", "is_estimated": true }, { "keyword": "湾儿子狐狸 business", "position": 22, "search_engine": "Estimated", "checked_at": "2026-04-13 16:21:51", "is_estimated": true }, { "keyword": "湾儿子狐狸 reviews", "position": 24, "search_engine": "Estimated", "checked_at": "2026-04-13 16:21:51", "is_estimated": true }, { "keyword": "baysonfox", "position": 26, "search_engine": "Estimated", "checked_at": "2026-04-13 16:21:51", "is_estimated": true }, { "keyword": "categories", "position": 28, "search_engine": "Estimated", "checked_at": "2026-04-13 16:21:51", "is_estimated": true }, { "keyword": "links", "position": 30, "search_engine": "Estimated", "checked_at": "2026-04-13 16:21:51", "is_estimated": true }, { "keyword": "blog", "position": 32, "search_engine": "Estimated", "checked_at": "2026-04-13 16:21:51", "is_estimated": true }, { "keyword": "archives", "position": 34, "search_engine": "Estimated", "checked_at": "2026-04-13 16:21:51", "is_estimated": true } ], "rating": { "overall": 64, "label": "Healthy", "breakdown": [ { "label": "Technical foundation", "score": 18, "max": 18 }, { "label": "Authority & trust", "score": 12, "max": 30 }, { "label": "Reach & market presence", "score": 3, "max": 18 }, { "label": "Search visibility", "score": 3, "max": 12 }, { "label": "Engagement & retention", "score": 8, "max": 10 }, { "label": "Channels & diversification", "score": 4, "max": 6 }, { "label": "Registry stability", "score": 5, "max": 6 }, { "label": "Quality system", "score": 100, "max": 100 }, { "label": "Reputation system", "score": 43, "max": 100 }, { "label": "Safety system", "score": 100, "max": 100 }, { "label": "Evidence confidence", "score": 89, "max": 100 }, { "label": "External intelligence", "score": 50, "max": 100 } ], "authority_score": 41, "quality_score": 100, "reputation_score": 43, "safety_score": 100, "confidence_score": 89, "fraud_score": 4, "authority_signals": { "backlinks": 1, "referring_domains": 1, "organic_keywords": 76, "indexed_pages": 37, "monthly_visitors": 106, "global_rank": 20739, "engagement_score": 81, "crawl_quality_score": 100, "brand_completeness_score": 71, "link_diversity_score": 92, "technical_reliability_score": 95, "whois_score": 69, "whois_age_years": 6, "whois_stability_score": 100, "spam_penalty": 3 }, "whois_signals": { "age_years": 6, "days_to_expiry": 362, "days_since_last_registry_update": 32, "stability_score": 100, "registrar_changes": 0, "ownership_changes": 0, "nameserver_changes": 0, "status_changes": 0, "history_entries": 1, "privacy_protected": false, "dnssec_enabled": true, "has_registrant_country": false, "registrant_country": "", "nameserver_count": 2, "status_count": 1 } }, "authority_score": 41, "trust_score": 61, "domain_tags": { "primary_tag": "T", "primary_tag_score": 78, "primary_candidate": "T", "primary_candidate_score": 78, "tag_codes": "T", "tags": [ { "code": "T", "label": "Trusted", "tone": "good", "description": "Strong trust, stability, and low-risk signals were detected.", "reason": "Low spam indicators plus strong trust, quality, registry, and stability signals were detected.", "message": "The site shows a reasonably trustworthy and stable profile.", "priority": 78, "score": 78, "match_percent": 78, "threshold_band": "strong" } ], "tag_breakdown": [ { "code": "T", "label": "Trusted", "tone": "good", "description": "Strong trust, stability, and low-risk signals were detected.", "reason": "Low spam indicators plus strong trust, quality, registry, and stability signals were detected.", "message": "The site shows a reasonably trustworthy and stable profile.", "priority": 78, "score": 78, "match_percent": 78, "threshold_band": "strong" }, { "code": "Infra", "label": "Risky infrastructure", "tone": "caution", "description": "The hosting / registrar / nameserver neighbourhood looks unusually risky.", "reason": "The infrastructure neighbourhood looks riskier than normal.", "message": "There are a few infrastructure-risk signals, but nothing strongly conclusive yet.", "priority": 20, "score": 20, "match_percent": 20, "threshold_band": "light" }, { "code": "Uncertain", "label": "Uncertain", "tone": "unknown", "description": "External checks stayed inconclusive, so the model avoided a harder verdict.", "reason": "", "message": "The evidence does not currently look notably uncertain.", "priority": 18, "score": 18, "match_percent": 18, "threshold_band": "none" }, { "code": "D", "label": "Dangerous", "tone": "toxic", "description": "Strong signs of phishing, malware, or other harmful behaviour were detected.", "reason": "Multiple high-risk signals pushed this domain into the dangerous range.", "message": "No meaningful dangerous-signal match was detected.", "priority": 1, "score": 1, "match_percent": 1, "threshold_band": "none" }, { "code": "C", "label": "Caution", "tone": "caution", "description": "Signals are mixed or weak, so this domain should be treated carefully.", "reason": "Review carefully: mixed trust signals.", "message": "The current crawl does not show a meaningful caution match.", "priority": 0, "score": 0, "match_percent": 0, "threshold_band": "none" } ], "nsfw_score": 0, "trust_score": 65, "manual": { "has_changes": false, "verified_status": "", "tag_codes": "", "rating_delta": 0, "authority_delta": 0, "trust_delta": 0, "note": "", "adjusted_by": 0, "adjusted_at": "", "lock_scores": false, "lock_flags": false }, "summary": "Trusted (78% match) because low spam indicators plus strong trust, quality, registry, and stability signals were detected.", "external_intel": [], "external_decision": [], "signal_scores": [ { "label": "Strongest tag heuristic", "value": "T · 78%", "tone": "good", "detail": "The highest raw tag match from the heuristic engine before visibility thresholds and manual overrides." }, { "label": "Trust score", "value": "65/100", "tone": "caution", "detail": "Confidence derived from authority, crawl quality, stability, and risk signals." }, { "label": "Authority score", "value": "43/100", "tone": "caution", "detail": "A higher authority score usually means broader reputation and backlink confidence." }, { "label": "Spam risk", "value": "20/100", "tone": "good", "detail": "Lower is better. This blends spam indicators with false-positive protections for legitimate sites." }, { "label": "Quality score", "value": "94/100", "tone": "good", "detail": "Based on crawl quality, content completeness, and technical evidence." }, { "label": "Safety score", "value": "100/100", "tone": "good", "detail": "Higher is safer. Direct fraud signals can heavily cap this even when SEO signals look strong." }, { "label": "Fraud score", "value": "4/100", "tone": "good", "detail": "Lower is better. This reflects phishing, drainer, fake-support, fake-shop, and malware signals." }, { "label": "Infrastructure risk", "value": "20/100", "tone": "good", "detail": "Lower is better. This reflects the IP, registrar, and nameserver neighbourhood seen by the crawler." }, { "label": "Evidence confidence", "value": "98/100", "tone": "good", "detail": "Higher means the crawler had enough pages and registry evidence to make a stronger call." }, { "label": "External evidence", "value": "Low", "tone": "unknown", "detail": "Quality of the structured search and review evidence cluster." }, { "label": "External decision", "value": "Inconclusive", "tone": "unknown", "detail": "How third-party evidence compares with the current candidate tag." }, { "label": "NSFW score", "value": "0/100", "tone": "good", "detail": "Context-aware adult-content detection with medical / educational false-positive reduction." }, { "label": "Registry stability", "value": "100/100", "tone": "good", "detail": "Based on age, expiry runway, and the amount of ownership / registrar churn." } ], "signal_sections": [ { "title": "Registry & ownership", "items": [ { "label": "Domain age", "value": "6.0 years", "tone": "good", "detail": "Older domains generally carry more historical trust than very new ones." }, { "label": "Stability score", "value": "100/100", "tone": "good", "detail": "Penalised by registrar, ownership, and nameserver churn." }, { "label": "Days to expiry", "value": "362", "tone": "good", "detail": "Very short renewal windows can be a weak trust signal." }, { "label": "Registrar / ownership changes", "value": "0 / 0", "tone": "good", "detail": "Frequent ownership churn can weaken trust." }, { "label": "Nameserver changes", "value": "0", "tone": "good", "detail": "Repeated infrastructure changes can indicate instability." }, { "label": "DNSSEC / privacy", "value": "DNSSEC on · privacy off", "tone": "good", "detail": "DNSSEC strengthens DNS trust; privacy is neutral on its own." } ] }, { "title": "Reputation & search evidence", "items": [ { "label": "Backlinks", "value": "1", "tone": "unknown", "detail": "Broader backlink evidence usually improves confidence." }, { "label": "Referring domains", "value": "1", "tone": "unknown", "detail": "Unique linking domains are more useful than raw link volume." }, { "label": "Organic keywords", "value": "76", "tone": "caution", "detail": "Search footprint helps distinguish real sites from thin shells." }, { "label": "Indexed pages", "value": "37", "tone": "caution", "detail": "Larger index coverage usually means more evidence to classify from." }, { "label": "Brand strength", "value": "71/100", "tone": "good", "detail": "Stronger brand signals reduce false positives for legitimate sites." }, { "label": "Risk label", "value": "GOOD", "tone": "unknown", "detail": "This is the raw crawl / heuristic risk label feeding the tag model." } ] }, { "title": "Crawl, content & technicals", "items": [ { "label": "HTTP status", "value": "200", "tone": "good", "detail": "Healthy responses make classification more reliable." }, { "label": "HTTPS / speed", "value": "HTTPS OK · 69 ms", "tone": "good", "detail": "Slow or broken technical signals weaken confidence." }, { "label": "Content words", "value": "105", "tone": "spam", "detail": "Thin pages are harder to trust and easier to manipulate." }, { "label": "Schema / structure", "value": "0 schema · meta · H1", "tone": "caution", "detail": "Structured markup and basic on-page hygiene improve quality confidence." }, { "label": "Links on page", "value": "25 internal · 4 external", "tone": "good", "detail": "Link patterns help detect thin directories and promo pages." }, { "label": "Page speed / mobile", "value": "100/100 · 91/100", "tone": "good", "detail": "Better technical quality generally reduces low-effort site patterns." }, { "label": "Crawl access", "value": "Open", "tone": "good", "detail": "The crawler reached the site without an anti-bot challenge." } ] }, { "title": "External evidence & explainability", "items": [ { "label": "Decision state", "value": "Inconclusive", "tone": "unknown", "detail": "Structured third-party evidence is still too thin, mixed, or unqualified to force a harder verdict." }, { "label": "Evidence quality", "value": "Low", "tone": "unknown", "detail": "Blends source trust, domain matching, evidence diversity, and freshness." }, { "label": "Support vs contradiction", "value": "0 / 0", "tone": "unknown", "detail": "Compares how much structured external evidence supports the candidate tag against evidence that contradicts it." }, { "label": "Qualified risk sources", "value": "No", "tone": "good", "detail": "Risk tags only promote from external evidence when source diversity or source trust thresholds are met." }, { "label": "Uncertainty buffer", "value": "Clear", "tone": "good", "detail": "Prevents thin or mixed external evidence from forcing a stronger tag than the evidence can justify." } ] } ], "positives": [ "Established domain age: 6.0 years.", "Low registrar / ownership churn with solid registry stability.", "Healthy crawl quality and on-page completeness.", "DNSSEC is enabled." ], "risks": [] }, "traffic_confidence": 60, "whois": { "current": { "id": 30521, "domain": "baysonfox.com", "source_type": "rdap", "rdap_url": "https://rdap.verisign.com/com/v1/domain/BAYSONFOX.COM", "registrar_name": "Cloudflare, Inc.", "registrar_handle": "1910", "registrant_name": "", "registrant_org": "", "registrant_country": "", "registrant_email": "", "abuse_email": "registrar-abuse@cloudflare.com", "created_date": "2020-04-11 01:10:51", "updated_date": "2026-03-12 04:09:33", "expires_date": "2027-04-11 01:10:51", "nameservers_json": "[\"agustin.ns.cloudflare.com\",\"sonia.ns.cloudflare.com\"]", "status_json": "[\"client transfer prohibited\"]", "dnssec": "signed", "privacy_protected": 0, "content_hash": "13f856e4386077afd5bba3c9f506a341336fae9cec5bdcf5bda1ba9348aa4205", "history_count": 1, "last_checked_at": "2026-03-19 04:35:19", "last_changed_at": "2026-03-19 04:35:19", "created_at": "2026-03-19 04:35:19", "updated_at": "2026-03-19 04:35:19" }, "history": [ { "id": 31245, "domain": "baysonfox.com", "source_type": "rdap", "registrar_name": "Cloudflare, Inc.", "registrar_handle": "1910", "registrant_name": "", "registrant_org": "", "registrant_country": "", "registrant_email": "", "abuse_email": "registrar-abuse@cloudflare.com", "created_date": "2020-04-11 01:10:51", "updated_date": "2026-03-12 04:09:33", "expires_date": "2027-04-11 01:10:51", "nameservers_json": "[\"agustin.ns.cloudflare.com\",\"sonia.ns.cloudflare.com\"]", "status_json": "[\"client transfer prohibited\"]", "dnssec": "signed", "privacy_protected": 0, "content_hash": "13f856e4386077afd5bba3c9f506a341336fae9cec5bdcf5bda1ba9348aa4205", "checked_at": "2026-03-19 04:35:19", "change_summary": "Initial WHOIS snapshot captured.", "created_at": "2026-03-19 04:35:19" } ], "signals": { "age_years": 6, "days_to_expiry": 362, "days_since_last_registry_update": 32, "stability_score": 100, "registrar_changes": 0, "ownership_changes": 0, "nameserver_changes": 0, "status_changes": 0, "history_entries": 1, "privacy_protected": false, "dnssec_enabled": true, "has_registrant_country": false, "registrant_country": "", "nameserver_count": 2, "status_count": 1 } }, "discovered_domain": { "id": 96774, "domain": "baysonfox.com", "first_seen_at": "2026-03-15 21:47:52", "last_crawled_at": "2026-04-01 01:11:45", "last_title": "湾儿子狐狸", "last_http_status": 200, "discovered_from_domain": "512kb.club", "depth": 0, "backlinks_count": 1, "rating_cache": 55, "spam_score": 4, "risk_label": "good", "category_name": "Business", "primary_country_code": "", "internal_links_count": 25, "external_links_count": 4, "social_profiles_count": 2, "content_word_count": 105, "title_quality_score": 55, "has_meta_description": 1, "has_h1": 1, "language_code": "zh-cn", "response_time_ms": 69, "robots_status": 200, "sitemap_status": 200, "sitemap_total_urls": 37, "quality_score": 94, "site_name": "湾儿子狐狸", "canonical_domain": "", "favicon_present": 1, "schema_org_count": 0, "noindex_detected": 0, "feed_links_count": 1, "https_working": 1, "estimated_authority_score": 40, "trust_score": 79, "nsfw_score": 0, "overall_rank_estimate": 3829502, "primary_tag": "C", "tag_codes": "C,T,Uncertain", "manual_verified_status": "", "manual_tag_codes": "", "manual_rating_delta": 0, "manual_authority_delta": 0, "manual_trust_delta": 0, "manual_note": null, "manual_adjusted_by": null, "manual_adjusted_at": null, "manual_lock_scores": 0, "manual_lock_flags": 0, "crawl_blocked": 0, "crawl_blocked_by": "", "crawl_blocked_reason": null, "safety_score": 100, "fraud_score": 4, "legitimacy_score": 56, "infrastructure_risk_score": 20, "score_confidence": 89, "tag_confidence": 67, "category_confidence": 14, "deep_crawl_pages": 34, "resolved_ip": "66.33.60.34", "category_candidates_json": "[{\"category\":\"Business\",\"score\":22},{\"category\":\"Entertainment\",\"score\":17},{\"category\":\"Education\",\"score\":11},{\"category\":\"Personal\",\"score\":6}]", "page_signals_json": "[{\"path\":\"/categories/\",\"status\":200,\"title\":\"Categories\",\"word_count\":50,\"summary_text\":\"Categories Categories(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 归档2025 12024 62022 1分类折腾 深度学习与实践标签云AV1 AVIF Code Infrastructure Python VSCode 线性回归 Btrfs C Cosplay Dive Into Deep Learning章节2 个页面Categories深度学习与实践Dec 28, 2025折腾Aug 18, 2024© 2020 - 2026 baysonfoxMade with ❤️ from baysonfox使用 Hugo 构建主题 Stack 由 Jimmy 设计\",\"classification_terms\":[\"categories\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":2,\"depth\":1},{\"path\":\"/links\",\"status\":200,\"title\":\"友情链接\",\"word_count\":36,\"summary_text\":\"友情链接 友情链接(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 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dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式分类深度学习与实践折腾2025用Numpy实现批量梯度下降(BGD)Dec 28, 20252024D2L: 用PyTorch和线性回归模型实现波士顿房价预测Oct 17, 2024使用MSVC和VSCode搭建C语言开发环境Oct 09, 2024AV1 的奇妙之旅: Part 2Aug 18, 2024在VSCode上使用配置文件Jul 09, 2024用 AVIF 和 AV1 压缩 Cosplay 图库的体积Jun 19, 2024一个野生录播man的录播站Apr 23, 20242022使用 Btrfs 格式的根分区启动树莓派Jul 20, 2022© 2020 - 2026 baysonfoxMade with ❤️ from baysonfox使用 Hugo 构建主题 Stack 由 Jimmy 设计\",\"classification_terms\":[\"archives\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":1},{\"path\":\"/search/\",\"status\":200,\"title\":\"Search\",\"word_count\":32,\"summary_text\":\"Search Search(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 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dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 归档2025 12024 62022 1分类折腾 深度学习与实践标签云AV1 AVIF Code Infrastructure Python VSCode 线性回归 Btrfs C Cosplay Dive Into Deep LearningTags1 个页面Dive Into Deep LearningD2L: 用PyTorch和线性回归模型实现波士顿房价预测Oct 17, 2024© 2020 - 2026 baysonfoxMade with ❤️ from baysonfox使用 Hugo 构建主题 Stack 由 Jimmy 设计\",\"classification_terms\":[\"tags/dive-into-deep-learning\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":2,\"depth\":1},{\"path\":\"/2025/12/28/bgd-from-scratch/\",\"status\":200,\"title\":\"用Numpy实现批量梯度下降(BGD)\",\"word_count\":660,\"summary_text\":\"用Numpy实现批量梯度下降(BGD) 用Numpy实现批量梯度下降(BGD)(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 目录0x01 前言0x02 什么叫作这是你们的Python实验?0x03 来都来了拆解BGD那它是怎么实现拟合的呢?代价函数 Cost Function梯度与偏导一次下降多少?回到BGD0x04 那怎么写呢?0x05 一些善后工作深度学习与实践用Numpy实现批量梯度下降(BGD) Dec 28, 2025 阅读时长: 5 分钟0x01 前言本文中你将看到: 辱骂老登, 逆天实验, 从零手搓,0x02 什么叫作这是你们的Python实验?一日主播正在摸鱼，突然收到朋友发来的一份Python实验报告的拍屏，遂点开阅读。读完之后主播受到大量惊吓，为分享与为辱骂对方教师提供证据，特此节选一段:实验名称：机器学习中线性回归的Python实现…线性回归表达式: \\\\(Y = \\\\theta_1X_1 + \\\\theta_2X_2 + ... + \\\\theta_nX\",\"classification_terms\":[\"2025/12/28/bgd-from-scratch\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"npmmirror.com\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":7,\"depth\":1},{\"path\":\"/2024/10/17/botson-house-linear-regression/\",\"status\":200,\"title\":\"D2L: 用PyTorch和线性回归模型实现波士顿房价预测\",\"word_count\":872,\"summary_text\":\"D2L: 用PyTorch和线性回归模型实现波士顿房价预测 D2L: 用PyTorch和线性回归模型实现波士顿房价预测(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 目录前言获取数据集读取并处理数据集定义一个线性回归模型，初始化权重超参数 (Hyperparameters)损失函数与优化器背景知识：何为MSE?背景知识：何为SGD?训练，启动理想很饱满，现实很骨感梯度爆炸是什么解决梯度爆炸 Part 1解决梯度爆炸 Part 2那么，归一化和标准化又是什么用 Min-Max 来处理数据集中的不统一尺度继续训练总结与优化可能深度学习与实践D2L: 用PyTorch和线性回归模型实现波士顿房价预测 Oct 17, 2024 阅读时长: 7 分钟前言在大学选择人工智能专业以后，本来以为大一就会开始相关专业课的学习（框架，基础模型啥的），拿到大一上学期课程表一看，不能说是毫无关联，只能说是给其他人看都不知道你学人工智能.jpg既然学校决定不在大一上学期（甚至下学习）开始专业课的学习，那就只好自己丰衣足食，先下\",\"classification_terms\":[\"2024/10/17/botson-house-linear-regression\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"npmmirror.com\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":1},{\"path\":\"/2024/10/09/vscode-c-environment/\",\"status\":200,\"title\":\"使用MSVC和VSCode搭建C语言开发环境\",\"word_count\":501,\"summary_text\":\"使用MSVC和VSCode搭建C语言开发环境 使用MSVC和VSCode搭建C语言开发环境(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 目录温馨提示安装 VSCode在 VSCode 里安装语言包和一些必要插件安装MSYS2设置环境变量在VSCode内设置编译器最终测试使用MSVC和VSCode搭建C语言开发环境 Oct 09, 2024 阅读时长: 4 分钟温馨提示本文可以基本理解为对https://code.visualstudio.com/docs/languages/cpp 的直接翻译和部分精简, 如有条件可直接参考原文。对CUIT学生：本文仅供参考，仅为其中一种在你的机器上设置一个基础的用于学习C语言以及相关课程的环境，实际上其他开发环境，比如Dev-C++，Visual Studio （如果你会用的话）都没问题.依然是对CUIT学生：不建议（强烈不建议）自行更改MSYS2的安装目录（除非你知道在编辑环境变量那自己改过来），不然出问题别找我.jpg安装 VSCode访问 ht\",\"classification_terms\":[\"2024/10/09/vscode-c-environment\",\"docs\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"npmmirror.com\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":3,\"depth\":1},{\"path\":\"/2024/08/18/avif-av1-compress-part-two/\",\"status\":200,\"title\":\"AV1 的奇妙之旅: Part 2\",\"word_count\":756,\"summary_text\":\"AV1 的奇妙之旅: Part 2 AV1 的奇妙之旅: Part 2(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 目录前情提要Python 加入战场图片处理视频处理折腾AV1 的奇妙之旅: Part 2 Aug 18, 2024 阅读时长: 3 分钟前情提要在上一篇文章里，我们初步的为了赶潮流 折腾 宝贵的储存空间而决定投奔 AV1 编码之后，又过了那么个把月。这个把月自然是没有闲着，依然在捉摸着如何优化编码流程和效率。Python 加入战场最开始的编码脚本完全基于一行 bash，不仅很蠢，也很容易出 bug（比如说带空格和特殊符号的文件），更没法搞定文件夹里的文件。虽然大部分痛点可以用 find 和 xargs 之类的操作解决，但还是不够优雅，加之我也不习惯写 bash script，Python 还算是我的心头好，于是便用 Python 实现了一遍它的功能。代码如下:[data-scheme=dark] .chroma{color:#f8f8f2;background-\",\"classification_terms\":[\"2024/08/18/avif-av1-compress-part-two\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"npmmirror.com\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":1},{\"path\":\"/2024/07/09/using-profiles-in-vscode/\",\"status\":200,\"title\":\"在VSCode上使用配置文件\",\"word_count\":211,\"summary_text\":\"在VSCode上使用配置文件 在VSCode上使用配置文件(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 目录前言在 VSCode 上使用配置文件Python 的配置文件：魔改官方Hugo 的配置文件：从零开始装模作样的结尾在VSCode上使用配置文件 Jul 09, 2024 阅读时长: 3 分钟前言在使用配置文件之前，我机器上的 VSCode 可谓是插件大杂烩：各种为了不同文件格式的 Linter / Formatter 堆在一起，亦或是 Hugo 的各类实用工具让我找不着北，甚至拖慢启动速度，的确不能忍。作为多少有点开发环境“赛博洁癖”的一员，决定重新把自己的 VSCode 环境推倒重新来过，在此顺便记载一下过程。在 VSCode 上使用配置文件为了更好的把各路适用于不同场景的插件彻底分开，曾经尝试过用 Workspace 做区分，对每一个文件夹（比如baysonfox.com的源代码和其他的个人项目，亦或是写的小工具脚本，就用上了配置文件。创建一个配置文件倒也很简\",\"classification_terms\":[\"2024/07/09/using-profiles-in-vscode\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"npmmirror.com\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":1},{\"path\":\"/2024/06/19/avif-av1-cosplay-compress/\",\"status\":200,\"title\":\"用 AVIF 和 AV1 压缩 Cosplay 图库的体积\",\"word_count\":777,\"summary_text\":\"用 AVIF 和 AV1 压缩 Cosplay 图库的体积 用 AVIF 和 AV1 压缩 Cosplay 图库的体积(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 目录事出必有因那咋整呢？支线任务: 装上 libavifAVIF, 启动视频部分最终结果技术细节:视频下的 AV1 编码调参用数据说话那么，结论是折腾用 AVIF 和 AV1 压缩 Cosplay 图库的体积 Jun 19, 2024 阅读时长: 4 分钟编辑历史:2024/06/29 更新 AV1 部分调参内容2024/08/18 介于接下来的内容还放在这过于冗长，又多开了一篇：https://baysonfox.com/2024/08/18/avif-av1-compress-part-two/事出必有因前几天闲来无事，于是打算看下自己的 Cosplay 收藏有多少，遂du -sh，结果如下:这可不好.jpg于是点进去准备一探究竟，看看图片有多吃空间:这能忍？开干！那咋整呢？摆在面前的有三种选择：JPEG XLAVIFWebP于是查阅\",\"classification_terms\":[\"2024/06/19/avif-av1-cosplay-compress\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"npmmirror.com\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":1},{\"path\":\"/2024/04/23/ddman/\",\"status\":200,\"title\":\"一个野生录播man的录播站\",\"word_count\":118,\"summary_text\":\"一个野生录播man的录播站 一个野生录播man的录播站(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 折腾一个野生录播man的录播站 Apr 23, 2024 阅读时长: 2 分钟之前录了很多Vtuber的直播，全部上传到了录播站，可以用侧栏的“录播站”访问\\\\[2024/4/23\\\\]旧的录播数据在微软之前针对 Microsoft 365 E5 全局的清剿中不幸全部丢失，一切重新开始，部分紧急备份的数据重新上传中.以下为历史更新记录：\\\\[2021/2/28\\\\]Remove Ywwuyi (22727127-ywwuyi)\\\\[2021/2/28\\\\]Remove 5086-哔哩**哔哩线下活动\\\\[2021/3/8\\\\]网络不稳定，只录下了一部分\\\\[2021/4/17\\\\]数据结构调整，老存档被统一移动到ARCHIVE文件夹下\\\\[2021/4/27\\\\]录播暂时停止更新，预计在5.1恢复，届时稳定性会大大提高.\\\\[2021/5/20\\\\]现在可能手动监控上传部分录像，全自动系统在做了在\",\"classification_terms\":[\"2024/04/23/ddman\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"npmmirror.com\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":1},{\"path\":\"/2022/07/20/boot-rpi-using-btrfs/\",\"status\":200,\"title\":\"使用 Btrfs 格式的根分区启动树莓派\",\"word_count\":770,\"summary_text\":\"使用 Btrfs 格式的根分区启动树莓派 使用 Btrfs 格式的根分区启动树莓派(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 目录重新生成 initramfs将 ext4 rootfs 转换成 btrfs 格式调整挂载和系统设置折腾使用 Btrfs 格式的根分区启动树莓派 Jul 20, 2022 阅读时长: 2 分钟重新生成 initramfs在默认情况下，Raspberry Pi OS 的 btrfs 是支持是作为 kernel modules 存在的，需要重新生成对应的 initramfs 使内核能够挂载 btrfs 文件系统.[data-scheme=dark] .chroma{color:#f8f8f2;background-color:#272822}[data-scheme=dark] .chroma .err{color:#bb0064}[data-scheme=dark] .chroma .lntd{vertical-align:top;border:0;mar\",\"classification_terms\":[\"2022/07/20/boot-rpi-using-btrfs\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[\"npmmirror.com\"],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":6,\"depth\":1},{\"path\":\"/links/\",\"status\":200,\"title\":\"友情链接\",\"word_count\":36,\"summary_text\":\"友情链接 友情链接(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 友情链接Komiko's blogGitHub is the world's largest software development platform.© 2020 - 2026 baysonfoxMade with ❤️ from baysonfox使用 Hugo 构建主题 Stack 由 Jimmy 设计\",\"classification_terms\":[\"links\",\"blog\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":1,\"depth\":2},{\"path\":\"/tags/numpy/\",\"status\":200,\"title\":\"Tag: Numpy - 湾儿子狐狸\",\"word_count\":51,\"summary_text\":\"Tag: Numpy - 湾儿子狐狸 Tag: Numpy - 湾儿子狐狸(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 归档2025 12024 62022 1分类折腾 深度学习与实践标签云AV1 AVIF Code Infrastructure Python VSCode 线性回归 Btrfs C Cosplay Dive Into Deep LearningTags1 个页面Numpy用Numpy实现批量梯度下降(BGD)Dec 28, 2025© 2020 - 2026 baysonfoxMade with ❤️ from baysonfox使用 Hugo 构建主题 Stack 由 Jimmy 设计\",\"classification_terms\":[\"tags/numpy\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":2,\"depth\":2},{\"path\":\"/tags/%E6%89%B9%E9%87%8F%E6%A2%AF%E5%BA%A6%E4%B8%8B%E9%99%8D/\",\"status\":200,\"title\":\"Tag: 批量梯度下降 - 湾儿子狐狸\",\"word_count\":51,\"summary_text\":\"Tag: 批量梯度下降 - 湾儿子狐狸 Tag: 批量梯度下降 - 湾儿子狐狸(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 归档2025 12024 62022 1分类折腾 深度学习与实践标签云AV1 AVIF Code Infrastructure Python VSCode 线性回归 Btrfs C Cosplay Dive Into Deep LearningTags1 个页面批量梯度下降用Numpy实现批量梯度下降(BGD)Dec 28, 2025© 2020 - 2026 baysonfoxMade with ❤️ from baysonfox使用 Hugo 构建主题 Stack 由 Jimmy 设计\",\"classification_terms\":[\"tags/%E6%89%B9%E9%87%8F%E6%A2%AF%E5%BA%A6%E4%B8%8B%E9%99%8D\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":2,\"depth\":2},{\"path\":\"/tags/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/\",\"status\":200,\"title\":\"Tag: 机器学习 - 湾儿子狐狸\",\"word_count\":51,\"summary_text\":\"Tag: 机器学习 - 湾儿子狐狸 Tag: 机器学习 - 湾儿子狐狸(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 归档2025 12024 62022 1分类折腾 深度学习与实践标签云AV1 AVIF Code Infrastructure Python VSCode 线性回归 Btrfs C Cosplay Dive Into Deep LearningTags1 个页面机器学习用Numpy实现批量梯度下降(BGD)Dec 28, 2025© 2020 - 2026 baysonfoxMade with ❤️ from baysonfox使用 Hugo 构建主题 Stack 由 Jimmy 设计\",\"classification_terms\":[\"tags/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":2,\"depth\":2},{\"path\":\"/tags/pytorch/\",\"status\":200,\"title\":\"Tag: PyTorch - 湾儿子狐狸\",\"word_count\":52,\"summary_text\":\"Tag: PyTorch - 湾儿子狐狸 Tag: PyTorch - 湾儿子狐狸(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 归档2025 12024 62022 1分类折腾 深度学习与实践标签云AV1 AVIF Code Infrastructure Python VSCode 线性回归 Btrfs C Cosplay Dive Into Deep LearningTags1 个页面PyTorchD2L: 用PyTorch和线性回归模型实现波士顿房价预测Oct 17, 2024© 2020 - 2026 baysonfoxMade with ❤️ from baysonfox使用 Hugo 构建主题 Stack 由 Jimmy 设计\",\"classification_terms\":[\"tags/pytorch\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":2,\"depth\":2},{\"path\":\"/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/\",\"status\":200,\"title\":\"Tag: 深度学习 - 湾儿子狐狸\",\"word_count\":52,\"summary_text\":\"Tag: 深度学习 - 湾儿子狐狸 Tag: 深度学习 - 湾儿子狐狸(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 归档2025 12024 62022 1分类折腾 深度学习与实践标签云AV1 AVIF Code Infrastructure Python VSCode 线性回归 Btrfs C Cosplay Dive Into Deep LearningTags1 个页面深度学习D2L: 用PyTorch和线性回归模型实现波士顿房价预测Oct 17, 2024© 2020 - 2026 baysonfoxMade with ❤️ from baysonfox使用 Hugo 构建主题 Stack 由 Jimmy 设计\",\"classification_terms\":[\"tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":2,\"depth\":2},{\"path\":\"/tags/%E8%A7%86%E9%A2%91%E7%BC%96%E7%A0%81/\",\"status\":200,\"title\":\"Tag: 视频编码 - 湾儿子狐狸\",\"word_count\":54,\"summary_text\":\"Tag: 视频编码 - 湾儿子狐狸 Tag: 视频编码 - 湾儿子狐狸(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 归档2025 12024 62022 1分类折腾 深度学习与实践标签云AV1 AVIF Code Infrastructure Python VSCode 线性回归 Btrfs C Cosplay Dive Into Deep LearningTags1 个页面视频编码AV1 的奇妙之旅: Part 2Aug 18, 2024© 2020 - 2026 baysonfoxMade with ❤️ from baysonfox使用 Hugo 构建主题 Stack 由 Jimmy 设计\",\"classification_terms\":[\"tags/%E8%A7%86%E9%A2%91%E7%BC%96%E7%A0%81\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":2,\"depth\":2},{\"path\":\"/tags/%E5%9B%BE%E5%83%8F%E7%BC%96%E7%A0%81/\",\"status\":200,\"title\":\"Tag: 图像编码 - 湾儿子狐狸\",\"word_count\":54,\"summary_text\":\"Tag: 图像编码 - 湾儿子狐狸 Tag: 图像编码 - 湾儿子狐狸(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 归档2025 12024 62022 1分类折腾 深度学习与实践标签云AV1 AVIF Code Infrastructure Python VSCode 线性回归 Btrfs C Cosplay Dive Into Deep LearningTags1 个页面图像编码AV1 的奇妙之旅: Part 2Aug 18, 2024© 2020 - 2026 baysonfoxMade with ❤️ from baysonfox使用 Hugo 构建主题 Stack 由 Jimmy 设计\",\"classification_terms\":[\"tags/%E5%9B%BE%E5%83%8F%E7%BC%96%E7%A0%81\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":2,\"depth\":2},{\"path\":\"/tags/%E5%BD%95%E6%92%AD/\",\"status\":200,\"title\":\"Tag: 录播 - 湾儿子狐狸\",\"word_count\":51,\"summary_text\":\"Tag: 录播 - 湾儿子狐狸 Tag: 录播 - 湾儿子狐狸(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 归档2025 12024 62022 1分类折腾 深度学习与实践标签云AV1 AVIF Code Infrastructure Python VSCode 线性回归 Btrfs C Cosplay Dive Into Deep LearningTags1 个页面录播一个野生录播man的录播站Apr 23, 2024© 2020 - 2026 baysonfoxMade with ❤️ from baysonfox使用 Hugo 构建主题 Stack 由 Jimmy 设计\",\"classification_terms\":[\"tags/%E5%BD%95%E6%92%AD\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":2,\"depth\":2},{\"path\":\"/tags/%E6%A0%91%E8%8E%93%E6%B4%BE/\",\"status\":200,\"title\":\"Tag: 树莓派 - 湾儿子狐狸\",\"word_count\":53,\"summary_text\":\"Tag: 树莓派 - 湾儿子狐狸 Tag: 树莓派 - 湾儿子狐狸(function(){const e=\\\"StackColorScheme\\\";localStorage.getItem(e)||localStorage.setItem(e,\\\"auto\\\")})()(function(){const t=\\\"StackColorScheme\\\",e=localStorage.getItem(t),n=window.matchMedia(\\\"(prefers-color-scheme: dark)\\\").matches===!0;e==\\\"dark\\\"||e===\\\"auto\\\"&&n?document.documentElement.dataset.scheme=\\\"dark\\\":document.documentElement.dataset.scheme=\\\"light\\\"})() 🪄湾儿子狐狸 主页 分类 友情链接 录播站 归档 提问的智慧 Search 暗色模式搜索 归档2025 12024 62022 1分类折腾 深度学习与实践标签云AV1 AVIF Code Infrastructure Python VSCode 线性回归 Btrfs C Cosplay Dive Into Deep LearningTags1 个页面树莓派使用 Btrfs 格式的根分区启动树莓派Jul 20, 2022© 2020 - 2026 baysonfoxMade with ❤️ from baysonfox使用 Hugo 构建主题 Stack 由 Jimmy 设计\",\"classification_terms\":[\"tags/%E6%A0%91%E8%8E%93%E6%B4%BE\"],\"external_refs\":[],\"password_input_count\":0,\"email_input_count\":0,\"tel_input_count\":0,\"otp_term_count\":0,\"login_form_count\":0,\"checkout_form_count\":0,\"wallet_prompt_count\":0,\"offdomain_form_actions\":0,\"suspicious_script_refs_count\":0,\"external_script_hosts\":[],\"executable_download_count\":0,\"archive_download_count\":0,\"apk_download_count\":0,\"phone_number_count\":2,\"depth\":2}]", "score_reasons_json": "[\"Category confidence was reduced, so the classifier fell back to the broader parent category.\",\"Trusted status now requires clean crawl access and stronger confidence, so this result was downgraded to caution.\"]", "route_domain": "baysonfox.com", "display_domain": "baysonfox.com" }, "explainability": { "summary": "baysonfox.com currently scores 64/100. Technical and crawl-quality evidence are doing most of the lifting for the score. Evidence confidence is strong enough for a relatively stable read. This is an estimated profile rather than a manually tracked one. Crawler access looks clean.", "badges": [ { "label": "Profile", "value": "Estimated profile", "tone": "unknown", "detail": null }, { "label": "Evidence confidence", "value": "High confidence", "tone": "good", "detail": "89/100" }, { "label": "Traffic confidence", "value": "Solid confidence", "tone": "caution", "detail": "60/100" }, { "label": "Crawler access", "value": "Clean visibility", "tone": "good", "detail": null } ], "weighted_contributions": [ { "label": "Quality system", "points": "+34.0", "tone": "good", "detail": "Technical quality, crawl depth, page structure, and implementation hygiene. Current subsystem score: 100/100." }, { "label": "Reputation system", "points": "+14.6", "tone": "caution", "detail": "Authority, search visibility, reach, engagement, and registry stability. Current subsystem score: 43/100." }, { "label": "Safety system", "points": "+32.0", "tone": "good", "detail": "Fraud, spam, and trust signals from infrastructure, crawl, and registry evidence. Current subsystem score: 100/100." }, { "label": "Risk clamp", "points": "-17.0", "tone": "risk", "detail": "Safety thresholds capped the final score until the risk profile improves." } ], "evidence_cards": [ { "label": "Authority and trust", "value": "41/100 · trust 61/100", "tone": "caution", "detail": "106 monthly visitors, 76 organic keywords, brand completeness 71/100, engagement 81/100." }, { "label": "Backlink and search evidence", "value": "1 referring domains", "tone": "good", "detail": "1 backlinks across 1 referring domains. Diversity 92/100; spam penalty 3." }, { "label": "Registry and domain stability", "value": "6.0 years old", "tone": "good", "detail": "Stability 100/100 · age 6.0 years · registrar Cloudflare, Inc. · expires in 362 days." }, { "label": "Safety and fraud posture", "value": "Safety 100/100 · fraud 4/100", "tone": "good", "detail": "Primary tag T · safety 100/100 · fraud 4/100." } ], "positives": [ "Established domain age: 6.0 years.", "Low registrar / ownership churn with solid registry stability.", "Healthy crawl quality and on-page completeness.", "DNSSEC is enabled.", "Registry history looks stable, which supports legitimacy and trust.", "The domain has been registered for years, which usually improves trust confidence." ], "risks": [], "freshness": [ { "label": "Crawl evidence", "value": "2026-04-01 01:11:45", "tone": "risk", "detail": "Crawl and page content sample. Age: 12d ago." }, { "label": "WHOIS snapshot", "value": "2026-03-19 04:35:19", "tone": "risk", "detail": "Registry profile and stability signals. Age: 25d ago." }, { "label": "Keyword view", "value": "2026-04-13 16:21:51", "tone": "good", "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago." }, { "label": "Rank history", "value": "2026-04-13 16:21:51", "tone": "good", "detail": "Estimated trend derived from current profile and crawl signals. Age: 0s ago." }, { "label": "Audience geography", "value": "Not captured yet", "tone": "unknown", "detail": "Audience mix is estimated from available signals rather than first-party audience logs." } ], "section_notes": { "audience": "Audience geography is estimated from category, country, traffic mix, and brand signals until first-party audience data is collected.", "keywords": "Top keywords are estimated from crawl language, brand, category, and visibility signals until tracked keyword snapshots are stored.", "history": "Rank history is estimated from the current profile because no stored history exists for this domain yet." }, "base_weighted_score": 81, "fraud_clamp_penalty": 17, "final_score": 64 }, "insight_snapshot": { "version": 1, "generated_at": "2026-04-13T16:21:51+00:00", "domain": "baysonfox.com", "display_name": "湾儿子狐狸", "is_tracked": false, "is_estimated": true, "overall_score": 64, "authority_score": 41, "trust_score": 61, "safety_score": 100, "fraud_score": 4, "confidence_score": 89, "traffic_confidence": 60, "last_crawled_at": "2026-04-01 01:11:45", "crawl_blocked": false, "summary": "baysonfox.com currently scores 64/100. Technical and crawl-quality evidence are doing most of the lifting for the score. Evidence confidence is strong enough for a relatively stable read. This is an estimated profile rather than a manually tracked one. Crawler access looks clean.", "badges": [ { "label": "Profile", "value": "Estimated profile", "tone": "unknown", "detail": null }, { "label": "Evidence confidence", "value": "High confidence", "tone": "good", "detail": "89/100" }, { "label": "Traffic confidence", "value": "Solid confidence", "tone": "caution", "detail": "60/100" }, { "label": "Crawler access", "value": "Clean visibility", "tone": "good", "detail": null } ], "top_positive_signals": [ "Established domain age: 6.0 years.", "Low registrar / ownership churn with solid registry stability.", "Healthy crawl quality and on-page completeness.", "DNSSEC is enabled.", "Registry history looks stable, which supports legitimacy and trust." ], "top_risk_signals": [], "freshness": [ { "label": "Crawl evidence", "value": "2026-04-01 01:11:45", "tone": "risk", "detail": "Crawl and page content sample. 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