tensorboard-pytorch

#计算机科学#Reduce multiple PyTorch TensorBoard runs to new event (or CSV) files.

#计算机科学#PyTorch implementation of (Hinton) Knowledge Distillation and a base class for simple implementation of other distillation methods.

U-Net for biomedical image segmentation

Data visualization using Matplotlib, pandas, seaborn and tensorboard

#计算机科学#Using tensorboardX (tensorboard for pytorch) e.g. ploting more than one graph in the same chat etc.

#自然语言处理#This repo helps to track model Weights, Biases and Gradients during training with loss tracking and gives detailed insight for Classification-Model Evaluation

Comprehensive image classification for training multilayer perceptron (MLP), LeNet, LeNet5, conv2, conv4, conv6, VGG11, VGG13, VGG16, VGG19 with batch normalization, ResNet18, ResNet34, ResNet50, Mobi...

#计算机科学#This project uses Deep Reinforcement Learning to solve the Lunar Lander environment of the OpenAI-Gym

#计算机科学#A Wrapper class for the Tensorflow's Tensorboard.

Crack detection and Crack Length estimation using Deep Neural Networks. Reference: Deep Learning-Based Crack Damage Detection Using Convolutional Neural Networks (Young-Jin Cha & Wooram Choi)

Practical use of basic tool for machine learning using PyTorch lib

#计算机科学#Dissertation completed for the award of MSci in Computer Science. This dissertation is about automated breast cancer detection in low-resolution whole-slide pathology images using a deep convolutional...

Crack detection and segmentation using a Mask RCNN model from detectron2 library

This is a Pytorch package that can be used directly with PyTorch and Tensorboard to simplify the implementation process.

Simple Feed-Forward Neural Network that classifies characters on the mnist dataset.

DCGAN implementation

MLP classifier on the MNIST dataset implemented in JAX with a GUI for entering hyperparameters, and a custom visualization of runs on TensorBoard.

#自然语言处理#Yet Another Word2Vec Implementation

Optimize the storage of items in a simulated warehouse environment