개발/Python

Installing and setting up keras, tenserflow, and flask, pillow, keraspreprocessing, flask-restful, pip in Machine learning envrionement (M1 MAC)

Byunpa24 2021. 8. 2. 09:18
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Terminal에서

1. conda create --name ml

2. conda activate ml

3. Keras

Terminal 에서 conda install -c conda-forge keras (keras 설치) 약 1분정도 걸림 

https://anaconda.org/conda-forge/keras

 

Keras :: Anaconda.org

License: MIT 1764305 total downloads Last upload: 3 months and 13 days ago Installers Info: This package contains files in non-standard labels. conda install linux-64  v2.3.1 win-32  v2.1.5 noarch  v2.4.3 win-64  v2.3.1 osx-64  v2.3.1 To install this

anaconda.org

 

4. Tenserflow

conda install -c conda-forge tensorflow (약 5초) 

 

https://anaconda.org/conda-forge/tensorflow

 

Tensorflow :: Anaconda.org

Description TensorFlow provides multiple APIs.The lowest level API, TensorFlow Core provides you with complete programming control. Base package contains only tensorflow, not tensorflow-tensorboard.

anaconda.org

 

5. Flask

conda install -c anaconda flask (약 10초) 

 

https://anaconda.org/anaconda/flask

 

Flask :: Anaconda.org

A microframework based on Werkzeug, Jinja2 and good intentions.

anaconda.org

 

6. Pillow 

conda install -c anaconda pillow (약 10초) 

 

https://anaconda.org/anaconda/pillow

 

Pillow :: Anaconda.org

Description Pillow is the friendly PIL fork. PIL is the Python Imaging Library, adds image processing capabilities to your Python interpreter.

anaconda.org

 

7. keras-preprocessing 

conda install -c conda-forge keras-preprocessing

 

https://anaconda.org/conda-forge/keras-preprocessing

 

Keras Preprocessing :: Anaconda.org

Data preprocessing and data augmentation module of the Keras deep learning library

anaconda.org

 

8. Flask-restful

conda install -c conda-forge flask-restful

 

https://anaconda.org/conda-forge/flask-restful

 

Flask Restful :: Anaconda.org

 

anaconda.org

9. pip 

conda install -c anaconda pip

 

https://anaconda.org/anaconda/pip

 

Pip :: Anaconda.org

 

anaconda.org

 

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