semvec/pypi-packages huggingface dataset:
clairvoyance2 0.0.2
clairvoyance2: a Unified Toolkit for Medical Time Series
License: MIT
Requires Python: >=3.7

# clairvoyance2

**❗ This library has been superseded by [`temporai`](https://github.com/vanderschaarlab/temporai) and is being sunset, please use [`temporai`](https://github.com/vanderschaarlab/temporai) instead.**



## Installation

`pip install clairvoyance2`



## Models

| Model | Status |
|-|-|
| **Prediction (Forecasting)** |
| RNN | ✅ |
| Seq2Seq | ✅ |
| **Imputation** |
| {f,b}fill & Mean | ✅ |
| **Individualized Treatment Effects** |
| [CRN](https://openreview.net/forum?id=BJg866NFvB) | ✅ |
| [SyncTwin](https://proceedings.neurips.cc/paper/2021/hash/19485224d128528da1602ca47383f078-Abstract.html) | ✅ |



## Tutorials

* [📔 Basic Usage](tutorials/basic_usage.ipynb)
* [📔 Example: CRN](tutorials/crn.ipynb)
* [📔 Example: SyncTwin](tutorials/synctwin.ipynb)