Metadata-Version: 2.1
Name: PipelineTS
Version: 0.1.0
Summary: One-stop time series analysis tool, supporting time series data preprocessing, feature engineering, model training, model evaluation, and model prediction.
Home-page: https://github.com/BirchKwok/PipelineTS
Author: Birch Kwok
Author-email: birchkwok@gmail.com
Keywords: timeseries machine learning
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: scikit-learn >=1.3.0
Requires-Dist: numpy >=1.24.3
Requires-Dist: pandas >=2.0.3
Requires-Dist: matplotlib >=3.7.1
Requires-Dist: frozendict >=2.3.0
Requires-Dist: darts >=0.24.0
Requires-Dist: prophet >=1.1.4
Requires-Dist: spinesTS >=0.2.5
Requires-Dist: spinesUtils >=0.3.5
Requires-Dist: lightgbm >=3.3.5
Requires-Dist: IPython >=8.12.1
Requires-Dist: tabulate >=0.8.9

# PipelineTS

一站式时间序列分析工具，支持时序数据预处理、特征工程、模型训练、模型评估、模型预测等。

## 安装

```bash
pip install PipelineTS
```

## 快速开始

### 数据准备

```python
# TODO
```

### 预处理

```python
# TODO
```

### 特征工程

```python
# TODO
```

### 模型训练

```python
# TODO
```

### 模型评估    

```python
# TODO
```

### 模型预测

```python
# TODO
```

### 模型部署

```python
# TODO
```
