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1. softprompt_translator softprompt_translator Public

   A method of translating soft prompts into natural language using a dedicated translator model

   Jupyter Notebook 1

2. 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

3. 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

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