fix(ml-ui): keep ML target inside its displayed range

feat(intraday): auto re-run AI every 5 min + on target cross (watchlist & top picks)

perf(ml-predict): skip intraday 15m download when market closed

fix: raise Top Picks min price floor from ₹20 to ₹100

fix: stop ThreadPoolExecutor wait=True hang on watchlist news pre-warm and predict I/O pool

Fix ML/intraday predictions getting stuck forever on Yahoo hangs

fix: validation OHLCV fallback prefers fresher live data over stale SQL cache

Add stale-PENDING give-up safeguard for validation backlog

Fix INTRADAY validation day-rollover bug + scope self-learning notes by timeframe

Add tab-visibility catch-up refresh for INTRADAY auto-refresh loops

Fix Flask single-threaded blocking and penny-stock picks

UI: fix misleading neutral_signal message, default validation view to Both

top5_picker: whole-market volatility-primary ranking with sector diversity cap

Real direction-accuracy/P&L measurement + BULLISH trigger fixes

Fix stuck backdated INTRADAY validations: add daily-OHLC fallback

Containment: tune AI near bound to ~90% price-hit

AI range: containment mode + Target-below-range fix + ML un-floor

Intraday band: lower center mult 0.40->0.33

Tight directional bands for INTRADAY + 1D

Intraday: floor the WHOLE range to >=1% (not just best case)

Top Picks: day-based pool rotation

Top Picks: rotate candidate pool per refresh + cap price at ₹5k

INTRADAY AI far bound scales with volatility (fix flat 1% homogenization)

Fix wide NEUTRAL bands, live/pre-market target re-anchoring, stop-loss guard; add ₹ range to ML row

Force 1D range-only, volatility-scaled ML caps, sector-mode Top Picks, self-learning throttle + collapsible panel

UI: 2-card (INTRADAY/1D) grid layout — tf-grid/wl-summary/port-insight columns; update CLAUDE.md

Intraday 1% minimum: floor best-case to 1% (AI+ML+core) instead of skipping sub-1% calls — intraday routinely clears 1%

Intraday: 1% min-move gate (AI+ML), pre-market preview, momentum override, top-pick INTRADAY auto-refresh; retire 3D/5D from live view+API

Self-learning: fix N=0 (missing validation cols), all-history window, why-missed notes; INTRADAY final-call cache after close

Fix ML NEUTRAL/gapped-target UI: mark range-bound as no-trade, remove contradictory gapped-past-target warning

research: feature/selection A/B tools (meta-labeling, sector, delivery, rolling OOS)

Add NVIDIA NIM as free-tier LLM provider; research + UI updates

chore: gitignore model/manifest and DB backup snapshots

ML: add indicator + Monte Carlo features, retrain model

ML intraday-high guard, yfinance thread-safety, validation consistency

llm: bench provider on DAILY quota 429, not just per-minute

ML confidence + honest relative-direction display

Fix long-only bias in validation; honest all-prediction hit rate ≥85%

ML ranking on INTRADAY/1D/3D; beautify ML card section with AI/ML divider; ML fallback recommendation

Show ML banner + R:R plan in no-trade cells with ML header

ui: ML BUY/SELL line in AI banner, top-picks AI retry, AI conf badge

Restructure ML card, split AI/ML self-learning, fix Kelly block + news order + intraday-only refresh

Fix ML intraday cache, add ML vs AI risk/confidence UI, floor Kelly limit

Badge: both-NEUTRAL now shows 'ML + AI agree' (no directional edge)

Add ML/AI 'differ' badge when one side is NEUTRAL

ML watchlist row: show median target price + tightened range

Fix ML unavailable on HF Spaces: research/ excluded from image

Fix ML n/a: dedupe duplicate ticker columns in OHLCV cache

Block INTRADAY ML after market close + clearer ML unavailable messaging

Validation: tag AI vs ML hits/misses and filter by source