#Miniconda vs anaconda python how to#
#Miniconda vs anaconda python mac os#
#Miniconda vs anaconda python install#
#Miniconda vs anaconda python 64 Bit#

On the other hand, Python is detailed as ' A clear and powerful object-oriented programming language, comparable to Perl, Ruby, Scheme, or Java'. Package versions are managed by the package management system conda. A free and open-source distribution of the Python and R programming languages for scientific computing, that aims to simplify package management and deployment. Please let me know what you think in the comments! I’ll try and answer all questions.Īnd if you liked this article, you can subscribe to my mailing list to be notified of new posts (no more than one mail per week I promise.Anaconda vs Python: What are the differences?ĭevelopers describe Anaconda as ' The Enterprise Data Science Platform for Data Scientists, IT Professionals and Business Leaders'. And every time I write an article for this blog, I create a fresh environment to test the installation recipe, before deleting it right away. For example, I have a dozen environments: a python 3.X environment for this blog, a python 2.X one for some tasks at work, another one for activities related to OpenCV. You can start ipython.Īfter Miniconda is installed, don't hesitate to create new environments not to mix things up. You see that python is indeed version 3.7, and that ipython is there. # packages in environment at /Users/cbernet/miniconda3/envs/testenv: On linux, you can download the bash installer from the command line with wget like this (replace with the link you need from the Miniconda page): You can now create and load jupyter notebooks. This will redirect you to the jupyter notebook main page in your browser.

#Miniconda vs anaconda python install#

You can also create new environments as shown below.īrowsing the root environment to install new packages, and creating a new environment.įinally, to start using it, go to the Home tab and launch the jupyter notebook. In the Anaconda Navigator, you can click on the Environments tab and then select the base (root) environment to see which packages are installed, and to install additional packages. On windows, you can find it by clicking the windows start button, and typing anaconda.

Then run the installer, and finally start the Anaconda Navigator.

#Miniconda vs anaconda python 64 Bit#

If you're using Windows or Linux, make sure to pick the 64 bit installer if you have a 64 bit system. If you don't know, take the python 3.X version Please make sure to chose the version specified in the tutorial you want to run. : the web server that will allow you to follow this tutorial and run the code directly in your web browser.Ĭhoose either the python 3.X or the python 2.X version. : visualization tools, essential to check what we are doing : core package providing powerful tools to manipulate data arrays, such as our digit images It will provide an easy access to the handwritten digits dataset, and allow us to define and train our neural network in a few lines of code : one of leading machine-learning toolkits for python. In a nutshell, the anaconda team maintains a repository of more than 1400 data science packages, all compatible, and provides tools to install a version of python and these packages at the push of a button, and under five minutes. Standard for developing, testing, and training on a single machine.

#Miniconda vs anaconda python mac os#

Machine learning on Linux, Windows, and Mac OS X. Is the fastest and easiest way to do Python and R data science and With over 6 million users, the open source Anaconda Distribution Graphical installation of Anaconda: recommended if you are new to Anaconda.Ĭommand line installation of Miniconda: recommended if you want a fast and light install, and if you want to work with the command line. I'll present you with two installation methods for Anaconda:

So to make it easier for me and, most importantly, safer for you, I'm summarizing the instructions in this short post, and I will refer to it from now on.

#Miniconda vs anaconda python how to#

I've realized that I'm explaining how to install Anaconda over and over again in most of my posts, often messing up with the instructions!