https://github.com/kriss024/anaconda-python-for-data-science

Anaconda Python 3.8.8 with TensorFlow 2 Docker image
https://github.com/kriss024/anaconda-python-for-data-science

anaconda3 data-science docker jupyter-notebook machine-learning pandas python python3 scikit-learn tensorflow2

Last synced: 16 days ago
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Anaconda Python 3.8.8 with TensorFlow 2 Docker image

• Host: GitHub
• URL: https://github.com/kriss024/anaconda-python-for-data-science
• Owner: kriss024
• Created: 2021-04-15T17:56:02.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2021-09-01T20:20:54.000Z (over 3 years ago)
• Last Synced: 2024-11-25T03:18:20.662Z (3 months ago)
• Topics: anaconda3, data-science, docker, jupyter-notebook, machine-learning, pandas, python, python3, scikit-learn, tensorflow2
• Language: Dockerfile
• Homepage: https://hub.docker.com/r/kriss024/anaconda-python-for-data-science
• Size: 15.6 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Anaconda Python for Data Science

### Python 3.8.8 with TensorFlow 2, XGBoost, LightGBM, OpenCV libraries

## How to Use this Image

To launch the container, run the following command:


in Windows:

```cmd

docker run -it --name python3 -p 8888:8888 -v C:\Work:/home/notebooks kriss024/anaconda-python-for-data-science

```

in Windows WSL or Linux:

```bash

docker run -it --name python3 -p 8888:8888 -v "$PWD":/home/notebooks kriss024/anaconda-python-for-data-science

```

Navigate to [http://127.0.0.1:8888/](http://127.0.0.1:8888/) in your web browser to run the jupyter notebook

## Content

- [x] Anaconda Python 3.8.8

- [x] Jupyter Notebook

- [x] Beautiful Soup

- [x] Bokeh

- [x] GeoPy

- [x] Category Encoders

- [x] Dask

- [x] ELI5

- [x] Flask

- [x] Hyperopt

- [x] Hyperopt-sklearn

- [x] imageio

- [x] Joblib

- [x] Keras

- [x] NumPy

- [x] OpenCV

- [x] Openpyxl

- [x] Pandas

- [x] Pingouin

- [x] Pillow

- [x] Plotly

- [x] psycopg2

- [x] scikit-learn

- [x] SciPy

- [x] seaborn

- [x] SHAP

- [x] Statsmodels

- [x] spaCy

- [x] SQLAlchemy

- [x] Theano

- [x] TensorFlow 2

- [x] XGBoost

- [x] LightGBM