visdom

A utility for pytorch and visdom expirement metering and logging built on top of TNT.

🔥🔥 PyTorch implementation of "Progressive growing of GANs (PGGAN)" 🔥🔥

Implementation of various basic architectures (training on MNIST, Visdom visualization)

Explorations and implementations of Deep Reinforcement Learning techniques from the Hugging Face course, featuring DQN and PPO applied to classic and VizDoom environments.

Implementation of DDPG in Pytorch with live logging via visdom

A Simple Tool for Logging and Plotting Values in Visdom

Cheap logger

Deep reinforcement learning implementations

(In progress) Implementation of distributed prioritized experience replay with Ray and PyTorch

Extension modules for Pytorch

Age Transformation Synthesis is a GAN based method designed to simulate the continuous aging process from a single input image.

An automatic rectus femoris segmentation project based on ultrasound image

The Mighty Monitor Trainer for your pytorch models.

Visdom Docker

Deep Learning framework for fast and clean research with Pytorch

implement of paper 'Probabilistic End-to-end Noise Correction for Learning with Noisy Labels'

A PyTorch implementation of Parameter-sharing Capsule Network based on the paper "Evaluating Generalization Ability of Convolutional Neural Networks and Capsule Networks for Image Classification via Top-2 Classification"

My experimentations with Reinforcement Learning in Pytorch

Python script to save and load locally visdom visualisation

Several networks for segmentation like VNet or RefineNet implemented by PyTorch and Visdom