Bernoulli Embeddings: A demonstration using the MovieLens dataset (Part 2)
This post develops demonstrates multiple use cases for the embedded representations of movies.
Blog
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2022
Bernoulli Embeddings: A demonstration using the MovieLens dataset
This post develops an extension to traditional word embedding models in order to produce low-dimensional representations of movies.
Relationships extraction with BLOOM
This post briefly demonstrates how a large language model, when properly prompted, can be used to extract multiple types of relationships between entities.
Visualizing Colombia´s Income Distribution
Preliminary exploration of interactive plots for Colombia’s income distribution.
Neural Networks as Universal Approximators
Exploring the universal approximation theorem by implementing and training simple neural networks in JAX.
Implementing the Word2Vec model in JAX
Understanding the nuts and bolts of Word2Vec by fully implementing it in JAX.