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kobaisi's Projects

augmentor icon augmentor

Image augmentation library in Python for machine learning.

chyvae icon chyvae

Code for our paper -- Hyperprior Induced Unsupervised Disentanglement of Latent Representations

cs228-notes icon cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

deepmodels icon deepmodels

TensorFlow Implementation of state-of-the-art models since 2012

dvae icon dvae

Denoising Variational Autoencoder

esp-stlink icon esp-stlink

ESP8266 firmware that implements the SWIM protocol for debug access / flashing of STM8 devices

exemplar-cnn icon exemplar-cnn

Discriminative Unsupervised Feature Learning with Convolutional Neural Networks

hakko_t12 icon hakko_t12

The hakko T12 digital controller on atmega328

hnswlib icon hnswlib

Header-only C++/python library for fast approximate nearest neighbors

improved-gan icon improved-gan

Code for the paper "Improved Techniques for Training GANs"

knockout icon knockout

A python typesetting application with support for emoji, graphs, charts, tables, and more.

lecun1989-repro icon lecun1989-repro

Reproducing Yann LeCun 1989 paper "Backpropagation Applied to Handwritten Zip Code Recognition", to my knowledge the earliest real-world application of a neural net trained with backpropagation.

lvae icon lvae

Code for "How to Train Deep Variational Autoencoders and Probabilistic Ladder Networks"

npy-matlab icon npy-matlab

Experimental code to read/write NumPy .NPY files in MATLAB

openscan icon openscan

A privacy-friendly Document Scanner app

pixel-cnn icon pixel-cnn

Code for the paper "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

ssgan-tensorflow icon ssgan-tensorflow

A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks (NIPS 2016: Improved Techniques for Training GANs).

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