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apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

athlete_hr_predict

Heart rate prediction from altitude changes, speed and cadence during running. Data collection was made using Garmin sports watch, fit files. LSTM implementation.

awesome-pytorch

Awesome PyTorch

books-3

brain_ct

chexpert

CheXpert competition models -- attention augmented convolutions on DenseNet, ResNet; EfficientNet

chexpert-1

course

covid-19-detection-with-chest-x-ray-using-pytorch

This project was done as a final project of the artificial vision course IMT-344 of the Mechatronics Engineering course of the Universidad Catolica Boliviana San Pablo. Its main objective is the classification of COVID-19 in Chest X-Ray images, additionally also classified images of Viral Pneumonia and Lung Opacity. All data were collected from the COVID-19 Radiography Dataset from Kaggle.

covid-ct

COVID-CT-Dataset: A CT Scan Dataset about COVID-19

data-engineering-study

데이터 엔지니어 취준 정리 문서함

deeplearning.ai-tensorflow_developer-specialization

This repo contains my work & The code base for this TensorFlow Developer specialization offered by deeplearning.AI

deeplearningexamples

Deep Learning Examples

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

exposuredetect

exposuredetect is a straightforward Python 3 tool leveraging the CriminalIP API to effortlessly discover open databases, identify misconfigurations, and automatically detect vulnerabilities.

gan-intro-pytorch

Intro to Generative Adversarial Networks in Pytorch

image-harmonization-dataset-iharmony4

[CVPR 2020] The first large-scale public benchmark dataset for image harmonization. The code used in our paper "DoveNet: Deep Image Harmonization via Domain Verification", CVPR2020. Useful for image harmonization, image composition, etc.

irail_seminar

mathematics_for_ml_engineer

Reviewing ML with math base system.

modern-computer-vision-with-pytorch

Modern Computer Vision with PyTorch, published by Packt

nlp_learning

code for NLP

pytorch-deep-learning

Deep Learning (with PyTorch)

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-vgg-cifar10

This is the PyTorch implementation of VGG network trained on CIFAR10 dataset

recommendation

Recommendation System using ML and DL

rgbdgaze

shap

A game theoretic approach to explain the output of any machine learning model.

tensorflow-1-public

tez

Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects in PyTorch.