Merge pull request #91 from WenjieDu/(docs)update

Update docs

Author: WenjieDu

.readthedocs.yaml

@@ -20,7 +20,7 @@ build:
     jobs:
         pre_install:
             - python -m pip install --upgrade pip
-            - pip install pandas numpy scipy scikit-learn
+            - pip install -r requirements/requirements.txt
             - pip install sphinx==6.2.1 docutils==0.19 sphinxcontrib-bibtex==2.1.4 sphinxcontrib-gtagjs sphinx-autodoc-typehints furo==2023.07.26
 
         post_install:

README.md

@@ -26,8 +26,8 @@
     <a href="https://github.com/WenjieDu/TSDB/network/members">
         <img alt="GitHub Repo forks" src="https://img.shields.io/github/forks/wenjiedu/tsdb?logo=forgejo&logoColor=black&label=Forks">
     </a>
-    <a href="https://codeclimate.com/github/WenjieDu/TSDB">
-        <img alt="Code Climate maintainability" src="https://img.shields.io/codeclimate/maintainability-percentage/WenjieDu/TSDB?color=3C7699&label=Maintainability&logo=codeclimate">
+    <a href="https://sonarcloud.io/component_measures?id=WenjieDu_TSDB&metric=sqale_rating&view=list">
+        <img alt="maintainability" src="https://sonarcloud.io/api/project_badges/measure?project=WenjieDu_TSDB&metric=sqale_rating">
     </a>
     <a href='https://coveralls.io/github/WenjieDu/TSDB'>
         <img alt='Coveralls report' src='https://img.shields.io/coverallsCoverage/github/WenjieDu/TSDB?branch=main&logo=coveralls&color=75C1C4&label=Coverage'>
@@ -39,10 +39,10 @@
         <img alt="arXiv DOI" src="https://img.shields.io/badge/DOI-10.48550/arXiv.2305.18811-F8F7F0">
     </a>
     <a href="https://anaconda.org/conda-forge/tsdb">
-        <img alt="Conda downloads" src="https://img.shields.io/endpoint?url=https://pypots.com/figs/downloads_badges/conda_tsdb_downloads.json">
+        <img alt="Conda downloads" src="https://pypots.com/figs/downloads_badges/conda_tsdb_downloads.svg">
     </a>
-    <a href='https://pepy.tech/project/tsdb'>
-        <img alt='PyPI downloads' src='https://img.shields.io/endpoint?url=https://pypots.com/figs/downloads_badges/pypi_tsdb_downloads.json'>
+    <a href="https://pepy.tech/project/tsdb">
+        <img alt="PyPI downloads" src="https://pypots.com/figs/downloads_badges/pypi_tsdb_downloads.svg">
     </a>
 </p>
 
@@ -167,9 +167,3 @@ or
 > PyPOTS: a Python toolbox for data mining on Partially-Observed Time Series.
 > arXiv, abs/2305.18811, 2023.
 
-
-
-<details>
-<summary>🏠 Visits</summary>
-<img align='left' src='https://hits.seeyoufarm.com/api/count/incr/badge.svg?url=https%3A%2F%2Fgithub.com%2FWenjieDu%2FTime_Series_Database&count_bg=%2379C83D&title_bg=%23555555&icon=&icon_color=%23E7E7E7&title=Visits+since+April+2022&edge_flat=false'>
-</details>

pyproject.toml

@@ -57,7 +57,7 @@ exclude = [
 [tool.setuptools.dynamic]
 version = { attr = "tsdb.version.__version__" }
 readme = { file = "README.md", content-type = "text/markdown" }
-dependencies = { file = "requirements.txt" }
+dependencies = { file = "requirements/requirements.txt" }
 
 [tool.flake8]
 # People may argue that coding style is personal. This may be true if the project is personal and one works like a