Tools for Machine Learning [ML]

Tools and quick commands for setting up your PC for exploring or working with Machine Learning using python.

  1. Install Nvidia Cuda – Cuda
  2. Install Python  РPython
  3. Install Anaconda – Anaconda

Anaconda commands:

Update:

conda update conda

Numpy:

pip install numpy

conda install numpy

SciPy

pip install scipy

Scikit-learn

pip install -U scikit-learn

Tensorflow

pip install tensorflow

Pandas

conda install pandas

Install: Pytorch

conda install pytorch torchvision -c pytorch

Install OpenAI Gym – opensource toolkit for the development and comparing of reinforcement learning algorithms.

pip install gym

Install mathplotlib

python -m pip install -U matplotlib

 

Some command line screenshots showing above.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Laptop Benchmark result – Lenovo Legion 5

 

 

 

 

 

 

 

 

 

 

 

 

 

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