Tensorflow

TensorFlow is a free and open-source software library for dataflow and differentiable programming across a range of tasks. It is a symbolic math library, and is also used for machine learning applications such as neural networks.

Docker Imgaes

1. tensorflow-nlp

a. Pull docker images using:

docker pull ankur310794/tensorflow:latest-nlp

- Images includes
    a. Base
        - tensorflow-2.2.0

    b. General Packages:
        - pandas, xlrd, tqdm, openpyxl ... etc

    c. Visualization Packages:
        - matplotlib, seaborn, bokeh, plotly ... etc

    d. General ML Packages:
        - scikit-learn, hyperas, lightgbm, xgboost,
         imbalanced-learn ... etc
    
    e.  NLP Packages:
        - transformers, sentencepiece, tensorflow_addons,
          nlp_preprocessing, model-x, tensorflow-hub, 
          lda2vec, gensim, textblob, wordcloud ... etc

b. Run docker images:

nvidia-docker run --it -rm -p 8888:8888 -v <your_working_dir>:/tf ankur310794/tensorflow:latest-nlp

Note: It automatically run jupyter notebook for you.

To Be Continued...