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adversarial-examples

Code to reproduce results in the paper "Defending against Adversarial Images using Basis Functions Transformations"

bitcoin-script-disassembler

disassembler for bitcoin transactions. Does not support segwit.

chroma

the AI-native open-source embedding database

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

exact-binomial-test-for-marketers

Notebook supporting a description and example of the Exact Binomial Test

foolbox

Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, Keras, …

gaussian-mixture-models-via-backprop-and-expectation-maximization

K component, 1D data Gaussian Mixture Model (GMM), fit with backprop (not well) and the traditional Expectation Maximization (EM) algorithm.

image_three_channel

Quick and dirty utility to force images to 3 channel, not 1 (black and white) and not 4 (alpha).

mobilenetv2-cifar-cleverhans

multiheaded_attention_ground_up

nst0

Implementation of NST0 color shifting algorithm, with export to ONNX and call from HTML/JS webpage for edge inference.

product-manager-copilot

the-real-world-weight-crossentropy-loss-function