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  1. vae_loglikelihood vae_loglikelihood Public

    Variational autoencoders use ELBO approximation to estimate the true loglikelihood--how close do they get? In this project I use numerical integration to approximate the true loglikelihood and visu…

    Jupyter Notebook

  2. pytorch-at-a-discount pytorch-at-a-discount Public

    A from-scratch implementation of neural networks using functional programming to make a dollar store pytorch package.

    Python

  3. fakeShake fakeShake Public

    Markov chain based 'fake shakespeare' text generator. Basically the most ancient generative AI language model possible.

    Java

  4. Twitter-sentiment-analysis Twitter-sentiment-analysis Public

    A proof of concept NLP project using tweets to perform unsupervised sentiment analysis live using word embeddings to derive concept associations.

    Jupyter Notebook

  5. curriculum-assistance-system curriculum-assistance-system Public

    A proof of concept knowledge graph analytics dashboard thing in R for improving learning outcome via data-driven curriculums

    R

  6. portfolio-projects portfolio-projects Public

    A gallery of various self-contained machine learning jupyter notebook projects, with TLDR descriptions and pretty pictures.

    Jupyter Notebook