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adv_summaries

Short Summaries for papers in Adversarial Attacks and Defenses. Linked to a related blog post:

attackbox

attention-mechanisms

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

awesome-action-recognition

A curated list of action recognition and related area resources

backdoor

Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and Privacy 2019.

cassandra

Detecting Trojaned Neural Netowrks

cifar10_classification

CIFAR10 with "Custom" Loss and PyTorch Dataset Classes

detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

eop_ws_project

face_recognition.pytorch

Deep Face Recognition in PyTorch

federated

A collection of Google research projects related to Federated Learning and Federated Analytics.

fgsm

Simple pytorch implementation of FGSM and I-FGSM

llama2.c

Inference Llama 2 in one file of pure C

llm.c

LLM training in simple, raw C/CUDA

matching-networks-pytorch

Matching Networks for one shot learning

matlab-computer-vision-routines

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

ml_project

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

pyqg

Quasigeostrophic model in python

pytorch-grad-cam

PyTorch implementation of Grad-CAM

pytorchtemplate

This repository contains my template for Pytorch projects. It contains code to train a simple CNN on MNIST data.

semantic-loss

Semantic Loss code

seq2seq-fingerprint

Unsupervised Seq2Seq Fingerprint

seq3seq-fingerprint-classification

seq3seq-fingerprint-regression

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

synth90k_training

ucf-vpn-installation