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active_embeddings

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

bpl

Bayesian Program Learning model for one-shot learning

chapters

The online textbook Probabilistic Models of Cognition

energy_modulated_dropout

Playground for experimenting with energy based dropout

face-alignment

:fire: 2D and 3D Face alignment library build using pytorch

facenet

Face recognition using Tensorflow

graphminingnotebooks

htm-school-viz

Visualizations supporting HTM School

ladder

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

ml-flask-tutorial

A tutorial to create python based prediction web app

nupic

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

nupic.research

Experimental algorithms. Unsupported.

omniglot

Omniglot data set for one-shot learning

pybpl

Bayesian Program Learning toolkit in Python

pysyft

Encrypted Deep Learning Library

pytorch-cifar

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

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

radar-image-recognition

Iceberg/Ship Classifier for satellite radar images in PyTorch

random_feedback_weights

Backpropogation with random weights

sentence_pair_classifier

Tensorflow implementation of Decomposable Attention Model

sereneaudio-amp-firmware

Firmware for the DSP amplifier v4.1 used in Serene Audio Speakers

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.

uncertain_backprop

Experiments with incorporating uncertainty information in back prop. algorithm

unscrambler

Experiments with geometric convolution

vae

Experiments with variational autoencoders

webppl

Probabilistic programming for the web