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adversarial

Exploring the Space of Adversarial Images

adversarial_examples

Code for the NIPS2017 competition on adversarial examples

adversarial_signatures

Characterizing and evaluating adversarial examples for Offline Handwritten Signature Verification

avc_nips_2018

Code to reproduce the attacks and defenses for the entries "JeromeR" in the NIPS 2018 Adversarial Vision Challenge

basic_rnn

Implementation of a simple Recurrent Neural Network in torch, focused on being easy to understand

cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

convnext

Code release for ConvNeXt model

convolutiontests

Testing convolutions implemented in C with python bindings

core

:house_with_garden: Open source home automation that puts local control and privacy first

cuda-convnet-extensions

A few extensions to cuda-convnet

datasetcreator

Create datasets for cuda-convnet

deslib

A Python library for dynamic classifier and ensemble selection

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

intro_to_cnns

Introdução à redes neurais convolucionais usando Theano + Lasagne

kmeans_cuda

Kmeans implementation in C++ / Cuda

knn

C++ implementation of K-nearest neighbours

lasagne

Lightweight library to build and train neural networks in Theano

lasagne_basics

Example code to train Convolutional Neural Networks using Lasagne (on MNIST)

libfacedetection

The training program for libfacedetection for face detection and 5-landmark detection.

luizgh.github.io

My blog - posts about machine learning

manim

Animation engine for explanatory math videos

modelevaluation

nn_robust_attacks

Robust evasion attacks against neural network to find adversarial examples

nn_tests

pyrender

Easy-to-use glTF 2.0-compliant OpenGL renderer for visualization of 3D scenes.

pytorch-opcounter

Count the FLOPs of your PyTorch model.

radam

On The Variance Of The Adaptive Learning Rate And Beyond

sigver

Signature verification package, for learning representations from signature data, training user-dependent classifiers.

sigver_wiwd

Learned representation for Offline Handwritten Signature Verification. Models and code to extract features from signature images.

slpt-master