diff --git a/README.md b/README.md
index a14ab5c31..8276c4951 100644
--- a/README.md
+++ b/README.md
@@ -7,6 +7,20 @@
[](LICENSE)
[](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 | :star: [Released](https://github.com/microsoft/qlib/pull/290) on May 17, 2021 |
+| DoubleEnsemble Model | [Released](https://github.com/microsoft/qlib/pull/286) on Mar 2, 2021 |
+| High-frequency data processing example | [Released](https://github.com/microsoft/qlib/pull/257) on Feb 5, 2021 |
+| High-frequency trading example | [Part of code released](https://github.com/microsoft/qlib/pull/227) on Jan 28, 2021 |
+| High-frequency data(1min) | [Released](https://github.com/microsoft/qlib/pull/221) on Jan 27, 2021 |
+| Tabnet Model | [Released](https://github.com/microsoft/qlib/pull/205) on Jan 22, 2021 |
+
+Features released before 2021 are not listed here.
+
+
@@ -21,7 +35,7 @@ With Qlib, users can easily try ideas to create better Quant investment strategi
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)
@@ -40,7 +54,7 @@ For more details, please refer to our paper ["Qlib: An AI-oriented Quantitative
- [Contributing](#contributing)
-# News And Plans
+# Plans
New features under development(order by estimated release time).
Your feedbacks about the features are very important.
| Feature | Status |
@@ -51,18 +65,6 @@ Your feedbacks about the features are very important.
| 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
diff --git a/qlib/utils/__init__.py b/qlib/utils/__init__.py
index 77857182d..dbbe69d43 100644
--- a/qlib/utils/__init__.py
+++ b/qlib/utils/__init__.py
@@ -8,6 +8,7 @@ from __future__ import print_function
import os
import pickle
import re
+import sys
import copy
import json
import yaml
@@ -178,8 +179,10 @@ def get_module_by_module_path(module_path: Union[str, ModuleType]):
module = module_path
else:
if module_path.endswith(".py"):
- module_spec = importlib.util.spec_from_file_location("", module_path)
+ module_name = re.sub("^[^a-zA-Z_]+", "", re.sub("[^0-9a-zA-Z_]", "", module_path[:-3].replace("/", "_")))
+ module_spec = importlib.util.spec_from_file_location(module_name, module_path)
module = importlib.util.module_from_spec(module_spec)
+ sys.modules[module_name] = module
module_spec.loader.exec_module(module)
else:
module = importlib.import_module(module_path)
diff --git a/scripts/README.md b/scripts/README.md
index ff7ba8015..ff2e7f402 100644
--- a/scripts/README.md
+++ b/scripts/README.md
@@ -22,7 +22,7 @@ python get_data.py qlib_data --target_dir ~/.qlib/qlib_data/cn_data --region cn
python scripts/get_data.py qlib_data --target_dir ~/.qlib/qlib_data/qlib_cn_1min --region cn --interval 1min
```
-### Downlaod US Data
+### Download US Data
```bash