torchx
Torchx is a general framework for deep learning experiments under PyTorch based on pytorch-lightning.
TODO list
- gan-like training wrapper
- text logger
- tensorboard logger
- checkpoint saver
A general framework for deep learning experiments under PyTorch based on pytorch-lightning
Overview
Papers about explainability of GNNs
Papers about explainability of GNNs
236 Jan 04, 2023
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
Blitz - Bayesian Layers in Torch Zoo BLiTZ is a simple and extensible library to create Bayesian Neural Network Layers (based on whats proposed in Wei
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Source code for "Roto-translated Local Coordinate Framesfor Interacting Dynamical Systems"
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Tensorflow implementation and notebooks for Implicit Maximum Likelihood Estimation
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Metric learning algorithms in Python
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Code for "SRHEN: Stepwise-Refining Homography Estimation Network via Parsing Geometric Correspondences in Deep Latent Space"
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1 Oct 28, 2022
Unofficial Tensorflow 2 implementation of the paper Implicit Neural Representations with Periodic Activation Functions
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Augmentation for Single-Image-Super-Resolution
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3 Oct 26, 2022
Text Generation by Learning from Demonstrations
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38 Oct 21, 2022
Transformers are Graph Neural Networks!
🚀 Gated Graph Transformers Gated Graph Transformers for graph-level property prediction, i.e. graph classification and regression. Associated article
46 Jun 30, 2022
3D-printable hand-strapped keyboard
Note: This repo has not been cleaned up and prepared for general consumption at all. This is just a dump of the project files. If there is any interes
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Systemic Evolutionary Chemical Space Exploration for Drug Discovery
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Deep Learning for Human Part Discovery in Images - Chainer implementation
Deep Learning for Human Part Discovery in Images - Chainer implementation NOTE: This is not official implementation. Original paper is Deep Learning f
63 Sep 25, 2022
Spam your friends and famly and when you do your famly will disown you and you will have no friends.
SpamBot9000 Spam your friends and family and when you do your family will disown you and you will have no friends. Terms of Use Disclaimer: Please onl
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Official implementation of "StyleCariGAN: Caricature Generation via StyleGAN Feature Map Modulation" (SIGGRAPH 2021)
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Pytorch GUI(demo) for iVOS(interactive VOS) and GIS (Guided iVOS)
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13 Dec 09, 2022
This is the official implementation of the paper "Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance Segmentation".
[CVPRW 2021] - Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance Segmentation
6 May 03, 2022
Python module providing a framework to trace individual edges in an image using Gaussian process regression.
Edge Tracing using Gaussian Process Regression Repository storing python module which implements a framework to trace individual edges in an image usi
7 Dec 27, 2022
High-quality implementations of standard and SOTA methods on a variety of tasks.
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