Anaconda
The open-source Anaconda Distribution is the easiest way to perform Python/R data science and machine learning on Linux, Windows, and Mac OS X
Conda
Package, dependency and environment management for any languag -- Python, R, Ruby, Lua, Scala, Java, JavaScript, C/ C++, FORTRAN, and more
| conda | pip | |
|---|---|---|
| manages | binaries | wheel or source |
| can require compilers | no | yes |
| package types | any | Python-only |
| create environment | yes, built-in | no, requires virtualenv or venv |
| dependency checks | yes | no |
| package sources | Anaconda repo and cloud | PyPI |
Miniconda
Miniconda is a free minimal installer for conda
vim ~/.zshrc
# export PATH=/opt/miniconda3/bin:$PATH
conda create -n python3 python=3.5 jupyterlab
conda init zsh
# restart shell
conda activate python3
conda list
conda install numpy
jupyter lab
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