How To Setup Python3 in Ubuntu Docker Image for AI Deep Learning

The issue is that Docker images are stripped down, so many tools and even python3 is missing, so you'll have to build or update the actual image yourself.

I assume you have started an image with something like this and that you have the Nvidia Toolkit installed (assuming you are using GPUs). If you're not using nvidia just remove --runtime=nvidia --gpus all.

docker run -it --runtime=nvidia --gpus all ubuntu bash

These works for most images like Ubuntu 20.04 22.04 etc..:

apt update;apt install python3-pip

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Done Building dependency tree... Done Reading state information... Done 11 packages can be upgraded. Run 'apt list --upgradable' to see them. Reading package lists... Done Building dependency tree... Done Reading state information... 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Install needed packages

To get started we just install tensorflow and torch. You will need to adjust for whatever python libraries you need.

Install pytorch:

pip3 install torch matplotlib
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Install Tensorflow:

pip3 install tensorflow
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Installing collected packages: libclang, flatbuffers, wrapt, werkzeug, urllib3, termcolor, tensorflow-io-gcs-filesystem, tensorflow-estimator, tensorboard-data-server, pyasn1, protobuf, opt-einsum, oauthlib, ml-dtypes, markdown, keras, idna, h5py, grpcio, google-pasta, gast, charset-normalizer, certifi, cachetools, astunparse, absl-py, rsa, requests, pyasn1-modules, requests-oauthlib, google-auth, google-auth-oauthlib, tensorboard, tensorflow
Successfully installed absl-py-2.0.0 astunparse-1.6.3 cachetools-5.3.2 certifi-2023.11.17 charset-normalizer-3.3.2 flatbuffers-23.5.26 gast-0.5.4 google-auth-2.23.4 google-auth-oauthlib-1.1.0 google-pasta-0.2.0 grpcio-1.59.3 h5py-3.10.0 idna-3.4 keras-2.15.0 libclang-16.0.6 markdown-3.5.1 ml-dtypes-0.2.0 oauthlib-3.2.2 opt-einsum-3.3.0 protobuf-4.23.4 pyasn1-0.5.0 pyasn1-modules-0.3.0 requests-2.31.0 requests-oauthlib-1.3.1 rsa-4.9 tensorboard-2.15.1 tensorboard-data-server-0.7.2 tensorflow-2.15.0 tensorflow-estimator-2.15.0 tensorflow-io-gcs-filesystem-0.34.0 termcolor-2.3.0 urllib3-2.1.0 werkzeug-3.0.1 wrapt-1.14.1