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altera-de2-ann

Artificial Neural Network on Altera DE2

axi_pcb_defect_detection

This repo contains data pre-processing, classification and defect detection methodologies for images from Advance XRay Inspection from multi-layer PCB boards.

bayes-by-backprop

PyTorch implementation of "Weight Uncertainty in Neural Networks"

caffe

Ristretto: Caffe-based approximation of convolutional neural networks.

cam

Class Activation Mapping

dagpr

deepstats

Repository for "Known Unknowns: Uncertainty Quality in Bayesian Neural Networks" paper.

edward-bayesian-neural-network

Edward Bayesian Neural Network

error-detection

A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks

freepdk45_for_klayout

KLayout technology files for FreePDK45

ic_backend_of_risc8

flow of the risc8 backend

kelsey01.github.io

learnopencv

Learn OpenCV : C++ and Python Examples

ood-baseline

Reproducing experiment result of 'A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks', by Hendrycks et al.(2017)

outlier-exposure

Deep Anomaly Detection with Outlier Exposure (ICLR 2019)

probability

Probabilistic reasoning and statistical analysis in TensorFlow

professional-services

Common solutions and tools developed by Google Cloud's Professional Services team

sometimes_deep_sometimes_learning

A collection of DL experiments and notes

tensorflow-in-practice-code

源码实现：《TensorFlow实战》黄文坚，唐源 著

tutorials

机器学习相关教程

variationalautoencoders

Comparison of Variational Autoencoders with Bayesian Neural Networks. Accuracy, Latent space, Reconstruction and White Noise filtering.

weldon.resnet.pytorch

wsl.resnet.torch

Torch implementation for weakly supervised learning of ResNet