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allennlp

An open-source NLP research library, built on PyTorch.

baselines-results

bayes-by-backprop

PyTorch implementation of "Weight Uncertainty in Neural Networks"

clean-fid

PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]

cleverhans

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

code-docstring-corpus

Preprocessed Python functions and docstrings for automated code documentation (code2doc) and automated code generation (doc2code) tasks.

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

datutorial

learning some domain adpation

deep-learning-scene-recognition

Using convolutional deep belief nets to learn natural scene representations

deepconcolic

Concolic Testing for Deep Neural Networks

deepid

deep face recognition algorithm

deepid1

Implementation of DeepID1 using tensorflow.

deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

evademl-zoo

Benchmarking and Visualization Tool for Adversarial Machine Learning

faceverification

An Experimental Implementation of Face Verification, 96.8% on LFW.

factorvae

Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

glumpy

A fork of Nicolas Rougier's glumpy python visualization / UI library

hello-world

Hello world for GitHub

isic2018

Code for the ISIC2018 Lesion Diagnosis Challenge

l0_regularization

Learning Sparse Neural Networks through L0 regularization

large-scale-ot

Stochastic algorithms for computing Regularized Optimal Transport

mctsalgs

Study Monte Carlo Search Tree Algorithms

nettack

Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".

neural-motifs

Code for Neural Motifs: Scene Graph Parsing with Global Context (CVPR 2018)

object-detection-metrics

Most popular metrics used to evaluate object detection algorithms

os_project_filesystem