Ailever｜Homepage

Repositories

• https://github.com/ailever/ailever.github.io
• https://github.com/ailever/ailever
• https://github.com/ailever/project-templates
• https://github.com/ailever/dataset
• https://github.com/ailever/analysis
• https://github.com/ailever/forecast
• https://github.com/ailever/language
• https://github.com/ailever/vision
• https://github.com/ailever/economy
• https://github.com/ailever/investment
• https://github.com/ailever/machine
• https://github.com/ailever/programming-language
• https://github.com/ailever/numerical-method
• https://github.com/ailever/statistics
• https://github.com/ailever/machine-learning
• https://github.com/ailever/deep-learning
• https://github.com/ailever/reinforcement-learning
• https://github.com/ailever/applications
• https://github.com/ailever/security
• https://github.com/ailever/openapi

Navigation

• https://github.com/ailever/ailever/tree/master/ailever/analysis
• https://github.com/ailever/ailever/tree/master/ailever/dataset
• https://github.com/ailever/ailever/tree/master/ailever/forecast
• https://github.com/ailever/ailever/tree/master/ailever/mlops
• https://github.com/ailever/ailever/tree/master/ailever/investment
• https://github.com/ailever/ailever/tree/master/ailever/machine
• https://github.com/ailever/ailever/blob/master/libraries
• https://github.com/ailever/ailever/blob/master/libraries/utils-jupyter.md
• https://github.com/ailever/ailever/blob/master/libraries/de-pandas.md
• https://github.com/ailever/ailever/blob/master/libraries/ml-tensorflow-v2-basic.md
• https://github.com/ailever/ailever/blob/master/libraries/ml-scikit-learn-basic.md
• https://github.com/ailever/ailever/blob/master/libraries/ml-scikit-learn-API.md
• https://github.com/ailever/ailever/blob/master/libraries/mlproject-scikit-learn.md
• https://github.com/ailever/ailever/blob/master/libraries/mlproject-statsmodels.md
• https://github.com/ailever/ailever/blob/master/libraries/viz-matplotlib.md

---

Setup

# pip freeze > requirements.txt
$ pip install -r requirements.txt

ailever/

$ bash distribution.sh [version]

---

Documentation｜Docs

hosting

- docs
  |-- requirements.txt
  |-- build
  |-- source
      |-- conf.py
      |-- index.rst
      |-- introduction.rst
      |-- installation.rst
      |-- eyes
          |-- index.rst
      |-- brain
          |-- index.rst
      |-- machine
          |-- index.rst
          |-- machine.RL.rst
          |-- machine.DL.rst
          |-- machine.ML.rst
          |-- machine.ST.rst
          |-- machine.NM.rst
      |-- language
          |-- index.rst
      |-- captioning
          |-- index.rst
      |-- detection
          |-- index.rst
      |-- forecast
          |-- index.rst
  |--  make.bat
  |--  Makefile

ailever/docs/source/conf.py

import os
import sys
sys.path.insert(0, os.path.abspath("../../ailever/"))

extensions = ["sphinx.ext.autodoc",
    	        "sphinx.ext.coverage",
    	        "sphinx.ext.mathjax",
    	        "sphinx.ext.viewcode",
    	        "sphinx.ext.autosectionlabel",
    	        "sphinx.ext.napoleon"]
html_theme = 'sphinx_rtd_theme'

ailever/.readthedocs.yml

version: 2

sphinx:
  configuration: docs/source/conf.py

python:
  version: 3.6
  install:
    - requirements: docs/requirements.txt

ailever/docs

$ pip install sphinx_rtd_theme
$ pip list --format=freeze > requirements.txt

$ sphinx-apidoc -f -o ./source/machine ../ailever/machine/RL
$ sphinx-apidoc -f -o ./source/machine ../ailever/machine/DL
$ sphinx-apidoc -f -o ./source/machine ../ailever/machine/ML
$ sphinx-apidoc -f -o ./source/machine ../ailever/machine/ST
$ sphinx-apidoc -f -o ./source/machine ../ailever/machine/NM
$ sphinx-apidoc -f -o ./source/forecast ../ailever/forecast/STOCK
$ sphinx-apidoc -f -o ./source/utils ../ailever/utils

$ make clean
$ make html

---

Dependancy

$ sudo apt install python3-pipdeptree
$ pip install pipdeptree
$ pipdeptree

$ pip install --no-index --find-links [wheelfile]

---

Contact

• Email : ailever.group@gmail.com

---