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1. py_knots py_knots Public

   Implementing various knot and link algorithms in Python, starting with obtaining standard and generalized Seifert Matrices from the braid description of a colored link.

   Python 4

2. learning_mixtures_lds_py learning_mixtures_lds_py Public

   Implementing (in Python) and performing ablation studies for Chen and Poor's algorithm for learning mixtures of linear dynamical systems.

   Jupyter Notebook 1

3. in-context-learning-small in-context-learning-small Public

   Experiments with In Context Learning using small functions

   Jupyter Notebook

4. multitask-gp-dot-product-samples multitask-gp-dot-product-samples Public

   A library for performing exact inference with multitask GPs using samples of dot products with given vectors (work done while interning at MSFT Ads)

   Python

5. RLHF-comparison RLHF-comparison Public

   Comparing various RLHF methods

   Jupyter Notebook

6. mamba_attention_length_generalization mamba_attention_length_generalization Public

   Comparing length generalization performance for Mamba, attention-based transformers and Mamba-attention hybrids

   Jupyter Notebook 1