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Data Science Examples

Notebooks and code snipptets for testing various Data Science concepts.

Folders

  • /ctypes (efficient computations using C/C++)
  • /dataflows (data and model pipelines)
  • /dl (deep learning)
  • /equations (math formulae and equations)
  • /events (event-based programs)
  • /interviewkit (useful code snippets and examples)
  • /mldesign (ML experiment principles and mistakes)
  • /models (ML modelling and function interpolation)
  • /jax (efficient computations and probabilistic modelling)
  • /plotly (interactive plotting)
  • /timescaledb (time series SQL with TimescaleDB)
  • /unsupervised (embeddings and clustering)

Installation

Each folder has its own requirements.txt.