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Python pip cheat sheet

A quick reference to looking up the python tips && best practice!

pip examples​

pip install git+https://github.com/owner/repo@0.1
pip install git+https://github.com/owner/repo@releases/tag/v3.7.1

requirements.txt​

Specify extra index url in requirements.txt​

package-one==1.9.4
--extra-index-url https://download.pytorch.org/whl/cu121
torch
torchvision
torchaudio``

Specify github source in requirements.txt​

Specify commit hash​

package-one==1.9.4
package-two @ git+https://github.com/owner/repo@41b95ec
package-three==1.0.1

Specify branch name​

package-one==1.9.4
package-two @ git+https://github.com/owner/repo@main
package-three==1.0.1

Specify tag​

package-one==1.9.4
package-two @ git+https://github.com/owner/repo@0.1
package-three==1.0.1

Specify release​

package-one==1.9.4
package-two @ git+https://github.com/owner/repo@releases/tag/v3.7.1
package-three==1.0.1

Resources​