Top pick
Interactive notebooks for mixing code, prose, and visualization.
notebookpythonresearch
Data Science
Jupyter, pandas, and the SciPy stack for reproducible analysis and teaching. GNU Octave remains the MATLAB-compatible workhorse for numerical courses and quick prototypes.
Tools in this category (6)
Top pick
Language and environment for statistics, visualization, and reproducible research.
statisticsresearchvisualization
Top pick
Classical machine learning algorithms and preprocessing in Python.
mlpythontabular
Honorable mention
High-level deep learning library on PyTorch.
deep-learningpytorchcourse
Top pick
Data analysis and manipulation library for Python.
datapythondataframe
Also strong
High-level language for numerical computing compatible with many MATLAB scripts.
numericalmatlabplotting