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remove emojis from console

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Dobromir Popov
2025-10-25 16:35:08 +03:00
parent 5aa4925cff
commit b8f54e61fa
75 changed files with 828 additions and 828 deletions
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26
ANNOTATE/TRAINING_GUIDE.md
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@@ -18,11 +18,11 @@ When you save an annotation, a test case is **automatically generated** and save
### What's Included
Each test case contains:
- ✅ **Market State** - OHLCV data for all 4 timeframes (100 candles each)
- ✅ **Entry/Exit Prices** - Exact prices from annotation
- ✅ **Expected Outcome** - Direction (LONG/SHORT) and P&L percentage
- ✅ **Timestamp** - When the trade occurred
- ✅ **Action** - BUY or SELL signal
- **Market State** - OHLCV data for all 4 timeframes (100 candles each)
- **Entry/Exit Prices** - Exact prices from annotation
- **Expected Outcome** - Direction (LONG/SHORT) and P&L percentage
- **Timestamp** - When the trade occurred
- **Action** - BUY or SELL signal
### Test Case Format
```json
@@ -105,7 +105,7 @@ The system integrates with your existing models:
---
## 🚀 Real-Time Inference
## Real-Time Inference
### Overview
Real-time inference mode runs your trained model on **live streaming data** from the DataProvider, generating predictions in real-time.
@@ -298,7 +298,7 @@ model = orchestrator.cob_rl_agent
---
## 🚀 Advanced Usage
## Advanced Usage
### Custom Training Parameters
Edit `ANNOTATE/core/training_simulator.py`:
@@ -345,11 +345,11 @@ models/checkpoints/ (main system)
The ANNOTATE system provides:
✅ **Automatic Test Case Generation** - From annotations
✅ **Production-Ready Training** - Integrates with orchestrator
✅ **Real-Time Inference** - Live predictions on streaming data
✅ **Data Consistency** - Same data as main system
✅ **Easy Monitoring** - Real-time progress and signals
**Automatic Test Case Generation** - From annotations
**Production-Ready Training** - Integrates with orchestrator
**Real-Time Inference** - Live predictions on streaming data
**Data Consistency** - Same data as main system
**Easy Monitoring** - Real-time progress and signals
**You can now:**
1. Mark profitable trades
@@ -360,4 +360,4 @@ The ANNOTATE system provides:
---
**Happy Training!** 🚀
**Happy Training!**