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Sia Rezaei's Projects

active_embeddings icon active_embeddings

A repo for experiments with the idea of "active embeddings" in language models and planning

bpl icon bpl

Bayesian Program Learning model for one-shot learning

chapters icon chapters

The online textbook Probabilistic Models of Cognition

ladder icon ladder

Ladder network is a deep learning algorithm that combines supervised and unsupervised learning.

nupic icon nupic

Numenta Platform for Intelligent Computing: a brain-inspired machine intelligence platform, and biologically accurate neural network based on cortical learning algorithms.

omniglot icon omniglot

Omniglot data set for one-shot learning

pybpl icon pybpl

Bayesian Program Learning toolkit in Python

pysyft icon pysyft

Encrypted Deep Learning Library

pytorch-cifar icon pytorch-cifar

Experiments with custom conv layers that summarize, propagate, and leverage information about the spatial geometry of features.

siarez.com icon siarez.com

This the personal website of Sia Rezaei. Here I write about lessons learn from my ventures in Machine Learning, Artificial Intelligence, technology geekery, and entrepreneurship.

vae icon vae

Experiments with variational autoencoders

webppl icon webppl

Probabilistic programming for the web

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