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[![License](https://img.shields.io/pypi/l/pyqlib)](LICENSE)
[![Join the chat at https://gitter.im/Microsoft/qlib](https://badges.gitter.im/Microsoft/qlib.svg)](https://gitter.im/Microsoft/qlib?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)
## :newspaper: **What's NEW!**   :sparkling_heart:
Recent released features
| Feature | Status |
| -- | ------ |
| Online serving and automatic model rolling | Released: https://github.com/microsoft/qlib/pull/290 |
| DoubleEnsemble Model | Released https://github.com/microsoft/qlib/pull/286 |
| High-frequency data processing example | Released https://github.com/microsoft/qlib/pull/257 |
| High-frequency trading example | Part of code released https://github.com/microsoft/qlib/pull/227 |
| High-frequency data(1min) | Released https://github.com/microsoft/qlib/pull/221 |
| Tabnet Model | Released https://github.com/microsoft/qlib/pull/205 |
Features released before 2021 are not listed here.
<p align="center">
<img src="http://fintech.msra.cn/images_v060/logo/1.png" />
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For more details, please refer to our paper ["Qlib: An AI-oriented Quantitative Investment Platform"](https://arxiv.org/abs/2009.11189).
- [**News and Plans**](#news-and-plans)
- [**Plans**](#plans)
- [Framework of Qlib](#framework-of-qlib)
- [Quick Start](#quick-start)
- [Installation](#installation)
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| High-frequency trading | Under review: https://github.com/microsoft/qlib/pull/408 |
| Meta-Learning-based data selection | Initial opensource version under development |
Recent released features
| Feature | Status |
| -- | ------ |
| Online serving and automatic model rolling | Released: https://github.com/microsoft/qlib/pull/290 |
| DoubleEnsemble Model | Released https://github.com/microsoft/qlib/pull/286 |
| High-frequency data processing example | Released https://github.com/microsoft/qlib/pull/257 |
| High-frequency trading example | Part of code released https://github.com/microsoft/qlib/pull/227 |
| High-frequency data(1min) | Released https://github.com/microsoft/qlib/pull/221 |
| Tabnet Model | Released https://github.com/microsoft/qlib/pull/205 |
Features released before 2021 are not listed here.
# Framework of Qlib
<div style="align: center">