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1. DictLearner DictLearner Public

   A base class for and examples of algorithms that learn a dictionary to represent data.

   Python 2

2. causal-sparse-coding causal-sparse-coding Public

   Algorithms for finding sparse codes for time series (especially audio signals) online with only knowledge of the past signal.

   Jupyter Notebook

3. SAILnet SAILnet Public

   Python implementation of Zylberberg et al.'s SAILnet sparse coding algorithm, extended to support wider variety of inputs.

   Python 2 1

4. matching-pursuit matching-pursuit Public

   Jupyter Notebook 2

5. MID MID Public

   Python implementation of Sharpee, Rust, and Bialek's Maximally Informative Dimensions method for characterizing the relevant subspace of a neuron subject to general stimuli.

   Jupyter Notebook 1

6. emdodds.github.io emdodds.github.io Public

   HTML