 2569718930@qq.com
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0b5c0f48f2
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fix: comprehensive safe_float in get_city_info for all numeric fields used in math
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2026-03-01 19:08:24 +08:00 |
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2569718930@qq.com
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0a9c997049
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fix: comprehensive safe_float for all numeric fields to prevent str-int errors
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2026-03-01 19:04:59 +08:00 |
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2569718930@qq.com
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3ed775816b
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fix: cast to float in get_deb_accuracy to fix str subtraction error
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2026-03-01 19:02:20 +08:00 |
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2569718930@qq.com
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dd0b7b0ede
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fix: cast JSON values to float in /deb to prevent str-int type errors
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2026-03-01 19:00:51 +08:00 |
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2569718930@qq.com
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d0a53173d7
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feat: enhance /deb with error labels, bias analysis, and actionable trading suggestions
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2026-03-01 18:59:17 +08:00 |
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2569718930@qq.com
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5fa15e0b1d
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feat: implement shock_score (wind/cloud/pressure) as soft sigma amplifier
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2026-03-01 18:56:50 +08:00 |
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2569718930@qq.com
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84e2075215
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feat: use DEB historical MAE as sigma floor to prevent overconfident probabilities
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2026-03-01 18:32:00 +08:00 |
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2569718930@qq.com
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78ecfd3c82
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docs: add /deb command, accuracy tracking, auto-cleanup to both READMEs
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2026-03-01 16:14:47 +08:00 |
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2569718930@qq.com
|
bb23e622d1
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docs: add MAE explanation to /deb output
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2026-03-01 16:05:03 +08:00 |
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2569718930@qq.com
|
7e85af4c8d
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fix: retroactively compute DEB prediction from model averages for historical accuracy
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2026-03-01 16:00:20 +08:00 |
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2569718930@qq.com
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ee6ccd3f8f
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feat: add /deb command for DEB accuracy report with per-day breakdown and model MAE comparison
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2026-03-01 15:59:10 +08:00 |
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2569718930@qq.com
|
ee535e9efa
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feat: DEB accuracy tracking - save predictions, compute WU hit rate and MAE
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2026-03-01 15:53:29 +08:00 |
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2569718930@qq.com
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9baf426b38
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fix: restrict peak hour search to daytime 8-19h to prevent midnight false peaks
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2026-02-28 21:06:52 +08:00 |
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2569718930@qq.com
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2b1c7f3209
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fix(ai): don't use beaten forecasts to argue 'hard to rise' when actual already exceeds them
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2026-02-28 19:16:53 +08:00 |
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2569718930@qq.com
|
305e2e7a6b
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feat: auto-prune DEB records older than 14 days to prevent unbounded growth
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2026-02-27 22:08:13 +08:00 |
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2569718930@qq.com
|
2c3cbe9826
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docs: add demo screenshot placeholder for Ankara live analysis
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2026-02-27 20:53:32 +08:00 |
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2569718930@qq.com
|
1707098d8c
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docs: sync with time-decay sigma, rawOb precision, MGM filter, peak-hour arch
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2026-02-27 20:46:34 +08:00 |
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2569718930@qq.com
|
6290238712
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fix: move om_today definition before peak_hours to fix reference error
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2026-02-27 20:41:40 +08:00 |
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2569718930@qq.com
|
a6aee33ef4
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feat: add time-based sigma adjustment to probability engine using peak hour prediction
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2026-02-27 20:39:18 +08:00 |
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2569718930@qq.com
|
97cd48726c
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fix: extract obs time from rawOb instead of rounded reportTime for precision
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2026-02-27 20:32:10 +08:00 |
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2569718930@qq.com
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ff324d74c2
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remove: Open-Meteo real-time reference display (inaccurate)
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2026-02-27 18:57:46 +08:00 |
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2569718930@qq.com
|
fdb6d88697
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fix: filter MGM -9999 sentinel values and skip display for missing data
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2026-02-27 18:55:39 +08:00 |
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2569718930@qq.com
|
d1a17fabb4
|
refactor: remove old consensus/betting code, filter impossible low temps from probability
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2026-02-27 18:49:22 +08:00 |
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2569718930@qq.com
|
bcc0824e6d
|
feat: real-time μ correction when actual exceeds forecast + Ankara METAR aggressive rounding info for AI
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2026-02-27 18:44:46 +08:00 |
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2569718930@qq.com
|
8b7ac93791
|
fix: use minute-precision local time for AI peak time remaining calculation
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2026-02-27 18:38:19 +08:00 |
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2569718930@qq.com
|
acf0ece7d3
|
fix(ai): explicitly feed current temp and daily max to AI to prevent misreading
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2026-02-27 18:36:48 +08:00 |
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2569718930@qq.com
|
60463a7eeb
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fix(ai): require explicit reference to Open-Meteo and DEB forecast values in logic
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2026-02-27 18:06:13 +08:00 |
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2569718930@qq.com
|
c56100f3d7
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fix(ai): require time-awareness in logic analysis - hours until peak
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2026-02-27 16:15:02 +08:00 |
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2569718930@qq.com
|
a306ea8f4d
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docs: full sync with probability engine, AI retry, and DEB self-learning
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2026-02-27 14:36:36 +08:00 |
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2569718930@qq.com
|
77b7a09843
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fix: show WU rounding intervals in probability, weight DEB 70% over ensemble 30%
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2026-02-27 14:30:54 +08:00 |
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2569718930@qq.com
|
ef9cd4c9d4
|
feat: replace AI-computed probability with math-based normal distribution from ensemble data
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2026-02-27 14:24:17 +08:00 |
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2569718930@qq.com
|
37949c222c
|
refactor: remove user-facing forecast warnings, deepen AI logic analysis
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2026-02-27 14:19:15 +08:00 |
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2569718930@qq.com
|
b512e692d1
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fix(ai): teach WU rounding logic for accurate probability estimation
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2026-02-27 14:09:04 +08:00 |
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2569718930@qq.com
|
42f1a94a7c
|
feat(ai): anchor probability distribution on DEB blended forecast
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2026-02-27 14:05:16 +08:00 |
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2569718930@qq.com
|
8f2b40ae76
|
feat(ai): add settlement probability distribution to AI output
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2026-02-27 14:02:35 +08:00 |
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2569718930@qq.com
|
652774c127
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feat(ai): add retry + fallback model for Groq 500 errors
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2026-02-27 13:26:53 +08:00 |
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2569718930@qq.com
|
78173765c5
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feat: Add initial AI analyzer module for weather data analysis.
|
2026-02-27 02:07:25 +08:00 |
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2569718930@qq.com
|
0ed26d49c0
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docs: restore mermaid architecture diagrams to both READMEs
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2026-02-27 02:04:00 +08:00 |
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2569718930@qq.com
|
938a98ee2c
|
docs: use a more professional and neutral tone for README files
|
2026-02-27 02:01:35 +08:00 |
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2569718930@qq.com
|
bb4a697b98
|
docs: sync english README.md with high-end quant trading focus
|
2026-02-27 01:58:29 +08:00 |
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2569718930@qq.com
|
e955599a64
|
docs: rewrite README with high-end quant trading focus and DEB/AI architecture
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2026-02-27 01:54:06 +08:00 |
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2569718930@qq.com
|
596d8144a7
|
perf(deb): add file lock & caching for high concurrency queries
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2026-02-27 01:47:38 +08:00 |
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2569718930@qq.com
|
f60f5601d9
|
feat(ai): integrate Dynamic Ensemble Blending & simplify user output
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2026-02-27 01:43:46 +08:00 |
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2569718930@qq.com
|
ae59fc8278
|
feat: Add AI analyzer module.
|
2026-02-27 01:17:15 +08:00 |
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2569718930@qq.com
|
eae41966e2
|
feat: Introduce AI analysis module and refactor bot_listener.py to prepare weather data for AI-driven insights.
|
2026-02-27 01:11:28 +08:00 |
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2569718930@qq.com
|
3aee0e7832
|
feat: Implement AI analysis and integrate with the bot listener.
|
2026-02-27 00:14:32 +08:00 |
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2569718930@qq.com
|
be0784ea53
|
feat: Implement AI analysis and integrate with bot listener.
|
2026-02-26 23:58:39 +08:00 |
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|
2569718930@qq.com
|
9820f7b2a2
|
feat: add AI analysis module
|
2026-02-26 23:09:05 +08:00 |
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|
2569718930@qq.com
|
98451ff9e5
|
feat: Implement AI analysis using Groq, replacing Gemini API key configuration.
|
2026-02-26 23:02:41 +08:00 |
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2569718930@qq.com
|
59655b4088
|
feat: Add AI-based weather analysis module.
|
2026-02-26 22:48:06 +08:00 |
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