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DevOps Engineer 0492f06bfd docs(HRT-96): Note Intelligence ML + documentation API v1 finale

- Création POD/Intelligence/ML_Predictions_SaaS.md : architecture ML complète,
  flow ml_predictions_cache → ml_feedback_saas → paris → ROI dashboard,
  schéma données/jointures, décision duplication vs modification turf_scraper,
  documentation des 4 stratégies XGBoost, idempotence, usage CLI
- Mise à jour DOCUMENTATION.md : ajout section Turf SaaS API v1 complète
  avec tous les endpoints documentés dont /api/v1/roi/* et /api/v1/ml/feedback/*
  (HRT-92 ROI backend + HRT-93 ML feedback loop)

Co-Authored-By: Paperclip <noreply@paperclip.ing>

2026-04-30 21:28:52 +02:00

.github/workflows

feat(devops): CI/CD + Docker + Monitoring infrastructure

2026-04-25 17:32:02 +02:00

api_v1

Merge pull request '[HRT-83] feat: Météo & terrain intégrés dans prédictions ML (Premium)' (#10 ) from feature/HRT-83-meteo-terrain-ml-predictions into master

2026-04-30 08:40:16 +02:00

infra

fix(leadhunter): change port 8770→8775 — port 8770 occupé par turf_scraper/crm_api.py

2026-04-27 16:48:12 +02:00

migrations

feat(devops): CI/CD + Docker + Monitoring infrastructure

2026-04-25 17:32:02 +02:00

models

feat(ml): train ensemble model and generate benchmark report

2026-04-25 19:10:41 +02:00

POD

docs(HRT-96): Note Intelligence ML + documentation API v1 finale

2026-04-30 21:28:52 +02:00

templates

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

tests

Merge PR #12 — [HRT-82] Multi-compte / Organisation Pro (max 5 users)

2026-04-30 08:39:59 +02:00

.coverage

feat(ml): train ensemble model and generate benchmark report

2026-04-25 19:10:41 +02:00

.dockerignore

feat(devops): CI/CD + Docker + Monitoring infrastructure

2026-04-25 17:32:02 +02:00

.env.example

feat(devops): CI/CD + Docker + Monitoring infrastructure

2026-04-25 17:32:02 +02:00

.gitignore

feat(devops): CI/CD + Docker + Monitoring infrastructure

2026-04-25 17:32:02 +02:00

account.html

feat(sprint4-5): Landing page + onboarding SaaS — HRT-30

2026-04-25 18:04:19 +02:00

add_equidia.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

add_grok_today.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

add_grok.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

add_jockeys.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

add_odds.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

add_preds.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

add_scheduler_job.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

agent_chat_api.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

agent_chat.html

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

agent_ia_config.html

Initial commit: existing turf_saas codebase

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agent_ia.html

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

agent_turf.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

alembic.ini

feat(devops): CI/CD + Docker + Monitoring infrastructure

2026-04-25 17:32:02 +02:00

analyse_rex.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

analytics_reports.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

API_AUTH.md

feat: Sprint 2-3 — Auth JWT + Multi-tenant (HRT-28)

2026-04-25 17:35:45 +02:00

api_datagouv_reference.html

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

api_tokens_db.py

feat(HRT-80): API Token personnel + Webhook alertes (Pro)

2026-04-29 17:25:30 +02:00

app_v1.py

feat: Sprint 3-4 — Refacto API /v1/ (HRT-29)

2026-04-25 18:00:54 +02:00

app.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

ARCHITECTURE_SERVICES.html

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

ARCHITECTURE_SERVICES.md

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

archive_v5_files.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

auth_db.py

feat(HRT-79): alertes Telegram configurables Premium/Pro

2026-04-29 16:42:15 +02:00

auth.py

feat(HRT-80): API Token personnel + Webhook alertes (Pro)

2026-04-29 17:25:30 +02:00

backtest_analyzer.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

backtest_result.md

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

backtest.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

billing_db.py

fix(billing): JWT token incompatibility — use saas_auth require_auth + fix table names HRT-54

2026-04-27 15:21:43 +02:00

boite_a_idees_dashboard.html

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

boite_a_idees.html

Initial commit: existing turf_saas codebase

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boite_idees.html

Initial commit: existing turf_saas codebase

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BUSINESS_PLAN.md

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

calculate_metrics.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

CARTOGRAPHIE_H3R7TECH.md

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

clean_preds.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

combined_api.py

Merge Sprint 7-8 CI/CD + Docker + Monitoring (HRT-33)

2026-04-26 23:12:59 +02:00

compare_all.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

compare_models.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

compare_predictions.py

Initial commit: existing turf_saas codebase

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crm_api.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

crm_candidatures.html

Initial commit: existing turf_saas codebase

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crm_dashboard_new.html

Initial commit: existing turf_saas codebase

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crm_dashboard.html

Initial commit: existing turf_saas codebase

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crm_simple.html

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

dashboard_api.py

fix(qa): add /health endpoints to Flask apps for Docker healthchecks

2026-04-25 17:44:21 +02:00

dashboard_saas.html

fix(HRT-84): maxDays historique Pro — 365j au lieu de 30j (inversion corrigée)

2026-04-29 15:49:25 +02:00

dashboard.html

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

datagouv_explorer.html

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

db.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

docker-compose.yml

feat(devops): CI/CD + Docker + Monitoring infrastructure

2026-04-25 17:32:02 +02:00

Dockerfile

feat(devops): CI/CD + Docker + Monitoring infrastructure

2026-04-25 17:32:02 +02:00

DOCUMENTATION.md

docs(HRT-96): Note Intelligence ML + documentation API v1 finale

2026-04-30 21:28:52 +02:00

EVOLUTION_PREDICTIF.md

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

EVOLUTION.md

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

favicon.ico

Initial commit: existing turf_saas codebase

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fetch_results.py

Initial commit: existing turf_saas codebase

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gemini_agent.html

Initial commit: existing turf_saas codebase

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guide_gitea.html

Initial commit: existing turf_saas codebase

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h3r7tech_business.html

Initial commit: existing turf_saas codebase

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H3R7Tech_logo.png

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

H3R7Tech_logo.svg

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

historical_loader.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

horse_detail_enhanced.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

horse_detail_scraper.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

horse_detail_v2.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

ideas_api.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

idees_final.html

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

idees_local.html

Initial commit: existing turf_saas codebase

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idees_simple.html

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

idees_statiques.html

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

improve_historical_data.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

landing.html

feat(sprint4-5): Landing page + onboarding SaaS — HRT-30

2026-04-25 18:04:19 +02:00

leadhunter_api.py

fix(leadhunter): change port 8770→8775 — port 8770 occupé par turf_scraper/crm_api.py

2026-04-27 16:48:12 +02:00

leadhunter_crm.py

feat(HRT-66): LeadHunter S1 — core scraping, scoring, CRM SQLite et API Flask

2026-04-27 16:33:30 +02:00

leadhunter_scorer.py

feat(HRT-66): LeadHunter S1 — core scraping, scoring, CRM SQLite et API Flask

2026-04-27 16:33:30 +02:00

leadhunter_scraper.py

fix(HRT-72): fix Overpass OSM scraper — bounding box + Content-Type + User-Agent

2026-04-27 22:19:10 +02:00

llm_cache.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

log_config.py

feat(devops): CI/CD + Docker + Monitoring infrastructure

2026-04-25 17:32:02 +02:00

feat(sprint4-5): Landing page + onboarding SaaS — HRT-30

2026-04-25 18:04:19 +02:00

map_visual.html

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

metrics_alerts.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

metrics.py

feat(devops): CI/CD + Docker + Monitoring infrastructure

2026-04-25 17:32:02 +02:00

middleware.py

feat: Sprint 2-3 — Auth JWT + Multi-tenant (HRT-28)

2026-04-25 17:35:45 +02:00

mobile_ideas.html

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

model_optimizer.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

multi_scraper_v5.py

fix(billing): JWT token incompatibility — use saas_auth require_auth + fix table names HRT-54

2026-04-27 15:21:43 +02:00

multi_scraper.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

n8n-chat.html

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

n8n-workflow-import-instructions.md

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

onboarding.html

feat(sprint4-5): Landing page + onboarding SaaS — HRT-30

2026-04-25 18:04:19 +02:00

org_db.py

feat(HRT-82): Multi-compte / Organisation Pro (max 5 users)

2026-04-29 17:09:13 +02:00

organigramme_h3r7tech.html

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

parse_predictions.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

performance_tracker.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

PLANNING_QUOTIDIEN.md

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

pmu_results.py

fix(billing): JWT token incompatibility — use saas_auth require_auth + fix table names HRT-54

2026-04-27 15:21:43 +02:00

populate_analytics.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

portail.html

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

portal_server.py

fix(HRT-73): refactor api_proxy — COMBINED_ROUTES tuple + align with turf_scraper fix #23

2026-04-27 22:38:32 +02:00

predict_v2.py

feat(ml): add ensemble XGBoost+LightGBM+MLP with Optuna optimization

2026-04-25 18:18:48 +02:00

PREDICTION_MODEL_ANALYSIS.md

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

PROJET_TURF_COMPLET.md

Initial commit: existing turf_saas codebase

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PROJET_TURF.md

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

prompts_llm.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

pytest.ini

HRT-43 — Test intégration ml_predictions_cache : zéro NULL hippodrome

2026-04-27 14:26:46 +02:00

README_API_V1.md

feat: Sprint 3-4 — Refacto API /v1/ (HRT-29)

2026-04-25 18:00:54 +02:00

rebuild_ensemble.py

feat(ml): train ensemble model and generate benchmark report

2026-04-25 19:10:41 +02:00

feat(sprint4-5): Landing page + onboarding SaaS — HRT-30

2026-04-25 18:04:19 +02:00

requirements.txt

feat(devops): CI/CD + Docker + Monitoring infrastructure

2026-04-25 17:32:02 +02:00

results_scraper.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

run_api.sh

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

run_api.sh.disabled

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

run_pmu_range.sh

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

run_results.sh

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

run_scoring.sh

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

run_scraper.sh

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

saas_api_v1.py

feat(HRT-82): Multi-compte / Organisation Pro (max 5 users)

2026-04-29 17:09:13 +02:00

saas_api.py

feat: Sprint 2-3 — Auth JWT + Multi-tenant (HRT-28)

2026-04-25 17:35:45 +02:00

saas_auth.py

feat(HRT-80): API Token personnel + Webhook alertes (Pro)

2026-04-29 17:25:30 +02:00

scoring_v2_json.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

scoring_v2.py

feat(HRT-83): intégrer météo & terrain dans prédictions ML (Premium)

2026-04-29 15:35:15 +02:00

scoring.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

scraper_artisans.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

scraper_manual.html

Initial commit: existing turf_saas codebase

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scraper_pro.html

Initial commit: existing turf_saas codebase

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SCRIPTS_DEMARCHAGE.html

Initial commit: existing turf_saas codebase

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SCRIPTS_DEMARCHAGE.md

Initial commit: existing turf_saas codebase

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simple_ideas.html

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

simple_idees.html

Initial commit: existing turf_saas codebase

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SPECS_TECHNIQUES_FONCTIONNELLES.docx

Initial commit: existing turf_saas codebase

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start_vitesse.sh

Initial commit: existing turf_saas codebase

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SUB_AGENTS.md

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

telegram_alerts.py

feat(HRT-79): alertes Telegram configurables Premium/Pro

2026-04-29 16:42:15 +02:00

template_artisan_final.html

Initial commit: existing turf_saas codebase

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template_boulangerie_final.html

Initial commit: existing turf_saas codebase

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template_complet.html

Initial commit: existing turf_saas codebase

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template_restaurant_final.html

Initial commit: existing turf_saas codebase

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template_restaurant_json.html

Initial commit: existing turf_saas codebase

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test_ideas.html

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

test_recs.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

train_ensemble.py

feat(ml): train ensemble model and generate benchmark report

2026-04-25 19:10:41 +02:00

train_xgboost.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

turf_db.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

turf_scheduler.py

feat(HRT-79): alertes Telegram configurables Premium/Pro

2026-04-29 16:42:15 +02:00

turffish_bridge.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

TUTORIEL_APIFY.md

Initial commit: existing turf_saas codebase

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update_odds.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

update_paris_results.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

update_recommendation_results.py

Initial commit: existing turf_saas codebase

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update_results_cron.py

Initial commit: existing turf_saas codebase

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vitesse_api.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

vitesse_script.js

Initial commit: existing turf_saas codebase

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vitesse_styles.css

Initial commit: existing turf_saas codebase

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weather_module_v2.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

weather_module.py

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

WORKFLOW_SCRAPING.md

Initial commit: existing turf_saas codebase

2026-04-25 17:18:43 +02:00

Languages

Python 63.7%

HTML 35.1%

Shell 0.8%

JavaScript 0.2%

Dockerfile 0.1%