Sia Rezaei's repositories
sentence_pair_classifier
Tensorflow implementation of Decomposable Attention Model
radar-image-recognition
Iceberg/Ship Classifier for satellite radar images in PyTorch
random_feedback_weights
Backpropogation with random weights
uncertain_backprop
Experiments with incorporating uncertainty information in back prop. algorithm
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.
unscrambler
Experiments with geometric convolution
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
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.
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
webppl
Probabilistic programming for the web