Local changes: Updated model training, removed debug instrumentation, and configuration improvements

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+# Release Process
+
+This guide outlines the process for releasing new versions of Crypto Trader.
+
+## Version Numbering
+
+Follow [Semantic Versioning](https://semver.org/):
+
+- **MAJOR**: Breaking changes
+- **MINOR**: New features (backward compatible)
+- **PATCH**: Bug fixes (backward compatible)
+
+Example: `1.2.3`
+
+## Release Checklist
+
+### Pre-Release
+
+- [ ] All tests passing
+- [ ] Code coverage meets threshold (95%)
+- [ ] Documentation is up to date
+- [ ] Changelog is updated
+- [ ] Version number updated
+- [ ] All issues for milestone are closed
+
+### Release Steps
+
+1. **Update Version**
+
+   Update version in:
+   - `setup.py`
+   - `docs/api/source/conf.py`
+   - `src/__init__.py` (if exists)
+
+2. **Update Changelog**
+
+   Document all changes in `CHANGELOG.md`:
+   - Added features
+   - Changed features
+   - Deprecated features
+   - Removed features
+   - Fixed bugs
+   - Security updates
+
+3. **Create Release Branch**
+
+   ```bash
+   git checkout -b release/v1.2.3
+   git push origin release/v1.2.3
+   ```
+
+4. **Build and Test**
+
+   ```bash
+   # Run all tests
+   pytest
+   
+   # Build AppImage
+   ./packaging/build_appimage.sh
+   
+   # Test AppImage
+   ./crypto_trader-*.AppImage --test
+   ```
+
+5. **Create Release Tag**
+
+   ```bash
+   git tag -a v1.2.3 -m "Release v1.2.3"
+   git push origin v1.2.3
+   ```
+
+6. **Create GitHub Release**
+
+   - Create release on GitHub
+   - Upload AppImage
+   - Add release notes from changelog
+   - Mark as latest release
+
+7. **Merge to Main**
+
+   ```bash
+   git checkout main
+   git merge release/v1.2.3
+   git push origin main
+   ```
+
+## AppImage Release
+
+### Building AppImage
+
+```bash
+cd packaging
+./build_appimage.sh
+```
+
+### AppImage Requirements
+
+- Must be executable
+- Must include all dependencies
+- Must be tested on target system
+- Must include version in filename
+
+### AppImage Distribution
+
+- Upload to GitHub Releases
+- Include checksums (SHA256)
+- Provide installation instructions
+- Test on clean system
+
+## Post-Release
+
+1. **Announce Release**
+
+   - Update website (if applicable)
+   - Post release notes
+   - Notify users
+
+2. **Monitor**
+
+   - Watch for issues
+   - Monitor error reports
+   - Track download statistics
+
+3. **Hotfixes**
+
+   If critical bugs are found:
+   - Create hotfix branch
+   - Fix and test
+   - Release patch version
+   - Merge to main
+
+## Release Notes Template
+
+```markdown
+# Release v1.2.3
+
+## Added
+- New feature X
+- New feature Y
+
+## Changed
+- Improved performance of Z
+- Updated dependency versions
+
+## Fixed
+- Fixed bug in A
+- Fixed issue with B
+
+## Security
+- Security update for C
+
+## Installation
+
+Download the AppImage:
+- [crypto_trader-1.2.3-x86_64.AppImage](link)
+
+SHA256: [checksum]
+
+## Upgrade Notes
+
+[Any upgrade instructions]
+```
+
+## Emergency Releases
+
+For critical security or stability issues:
+
+1. Create hotfix branch from latest release
+2. Apply fix
+3. Test thoroughly
+4. Release immediately
+5. Merge to main and develop
+
+## Version History
+
+Maintain version history in:
+- `CHANGELOG.md`
+- GitHub Releases
+- Documentation
+