semvec/pypi-packages huggingface dataset:
align-track 1.5.0
Tracking and monitoring utilities for align-system experiments
License: Apache-2.0
Requires Python: >=3.10
Keywords: align, experiments, monitoring, tracking

# align-track

Organizing utilities for align-system experiments.

## Overview

The `align-track` package provides tools for organzing experimental data from the align-system.

## Installation

```bash
pip install align-track
```

## Development

This package is part of the align-tools monorepo and depends on `align-utils`.

For local development:
```bash
uv pip install -e .
```

## Features

- Experiment tracking
- Data aggregation and analysis
- Integration with align-utils for data parsing

## Usage

### List Experiment Runs

To list all experiment runs in a directory:

```bash
uv run python -m align_track.list_runs <experiment_directory>

# Example
uv run python -m align_track.list_runs ../align-utils/experiment-data/test-experiments
```

This will display a table with:
- Run Path: The experiment run identifier
- ADM Name: The ADM configuration used
- Alignment: The alignment configuration
- Scenarios: Number of scenarios in the run
align-utils 1.5.0
Utilities for parsing and processing align-system experiment data
License: Apache-2.0
Requires Python: >=3.10
Keywords: align, data-processing, parsing, utilities

# align-utils

Utilities for parsing and processing align-system experiment data.

## Installation

```bash
pip install align-utils
```

## Usage

### Working with Models

```python
from align_utils.models import AlignExperiment, AlignDataset

experiment = AlignExperiment(
    name="test_experiment",
    version="1.0.0",
    description="A test experiment",
    parameters={"learning_rate": 0.001},
    results={"accuracy": 0.95}
)

dataset = AlignDataset(
    name="training_data",
    path="/data/train.csv",
    format="csv",
    metadata={"size": 10000}
)
```

### Parsing Files

```python
from align_utils.discovery import load_yaml, load_json, save_yaml, save_json

# Load configuration
config = load_yaml("config.yaml")
data = load_json("data.json")

# Save data
save_yaml(config, "output.yaml")
save_json(data, "output.json")
```

### Exporting Data

```python
from align_utils.exporters import export_to_csv, export_to_tsv

data = [
    {"name": "exp1", "accuracy": 0.95},
    {"name": "exp2", "accuracy": 0.97}
]

export_to_csv(data, "results.csv")
export_to_tsv(data, "results.tsv")
```

## Development

This package is part of the align-tools monorepo. See the main repository for development instructions.