| | --- |
| | language: en |
| | tags: |
| | - financial-analysis |
| | - pattern-recognition |
| | - technical-analysis |
| | - trading |
| | license: apache-2.0 |
| | datasets: |
| | - financial-timeseries |
| | metrics: |
| | - accuracy |
| | - precision |
| | --- |
| | |
| | # Pattern Analysis Model |
| |
|
| | A specialized financial pattern recognition model optimized for technical analysis in trading charts. |
| |
|
| | ## Model Description |
| | This model identifies technical patterns in financial market data with high precision, focusing on: |
| | - Price action patterns |
| | - Chart formations |
| | - Support/Resistance levels |
| | - Trend analysis |
| | - Volume analysis |
| |
|
| | ## Model Details |
| | - Architecture: CodeLlama Base |
| | - Training Focus: Technical pattern recognition |
| | - Input: OHLCV data |
| | - Output: Pattern analysis with confidence scores |
| | - Context Window: 4096 tokens |
| | - Quantization: 8-bit |
| | - Memory Requirements: 8GB RAM minimum |
| |
|
| | ## Pattern Recognition Capabilities |
| | - Channel Patterns (>= 4 points) |
| | - Triangle Formations (>= 3 points) |
| | - Support/Resistance (>= 2 touches) |
| | - Double Top/Bottom (2% max deviation) |
| | - Trend Line Analysis |
| | - Volume Profile Analysis |
| |
|
| | ## Performance Metrics |
| | - Minimum Confidence Threshold: 0.8 |
| | - Pattern Accuracy: >85% |
| | - False Signal Rejection: >90% |
| |
|
| | ## License |
| | Apache-2.0 |
| |
|
