FinML Toolkit

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version: "1.0.0"

name: Financial Machine Learning

description: "A curated list of practical financial machine learning tools and applications. financial machine learning, python, algorithmic-trading, cryptocurrency."

---

# FinML Toolkit

A utility toolkit for logging, tracking, and managing financial ML operations. Each command records timestamped entries to its own log file for auditing and review.

Commands

Core Operations

| Command | Description |

|---------|-------------|

| `run <input>` | Log a run entry (view recent entries if no input given) |

| `check <input>` | Log a check entry for verification tasks |

| `convert <input>` | Log a convert entry for format conversion tasks |

| `analyze <input>` | Log an analyze entry for analysis tasks |

| `generate <input>` | Log a generate entry for generation tasks |

| `preview <input>` | Log a preview entry for preview tasks |

| `batch <input>` | Log a batch entry for batch processing tasks |

| `compare <input>` | Log a compare entry for comparison tasks |

| `export <input>` | Log an export entry for export tasks |

| `config <input>` | Log a config entry for configuration tasks |

| `status <input>` | Log a status entry for status tracking |

| `report <input>` | Log a report entry for reporting tasks |

Utility Commands

| Command | Description |

|---------|-------------|

| `stats` | Show summary statistics across all log files |

| `export <fmt>` | Export all data in json, csv, or txt format |

| `search <term>` | Search all log entries for a term (case-insensitive) |

| `recent` | Show the 20 most recent entries from history |

| `status` | Health check — version, data dir, entry count, disk usage |

| `help` | Show available commands |

| `version` | Show version (v2.0.0) |

Data Storage

All data is stored in `~/.local/share/finml-toolkit/`:

Requirements

When to Use

Examples

# Log operations
finml-toolkit run "backtest strategy alpha-3"
finml-toolkit check "validate portfolio weights"
finml-toolkit convert "csv to parquet format"
finml-toolkit analyze "correlation matrix on sector data"
finml-toolkit generate "monthly performance report"
finml-toolkit batch "process all Q4 earnings files"
finml-toolkit compare "strategy A vs strategy B returns"
finml-toolkit config "set risk_threshold=0.05"

# View recent entries for a command (no args)
finml-toolkit run
finml-toolkit analyze

# Search and export
finml-toolkit search "portfolio"
finml-toolkit export json
finml-toolkit stats
finml-toolkit recent
finml-toolkit status

Configuration

Set `FINML_TOOLKIT_DIR` environment variable to change the data directory. Default: `~/.local/share/finml-toolkit/`

Output

All commands output to stdout. Redirect with `finml-toolkit run > output.txt`.

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