Laplacian Score-regularized Concrete Autoencoders

Last update: Dec 07, 2022

Related tags

Deep Learning lscae

Overview

Laplacian Score-regularized Concrete Autoencoders

Requirements:

torch >= 1.9
scikit-learn >= 0.24
omegaconf >= 2.0.6
scipy >= 1.6.0
matplotlib

How to use:

Install the package from pypi: pip install lscae

import lscae
import torch
from omegaconf import OmegaConf

# define you cfg parameters
cfg = OmegaConf.create({
    "input_dim": 100 })
# define you dataset (Torch based)
dataset = torch.utils.data.Dataset(...)
dataloader = torch.utils.data.DataLoader(dataset, batch_size=cfg.batch_size, shuffle=True, drop_last=True)
lscae.Lscae(kwargs=cfg).select_features(dataloader)

Please see the full example here

Owner

JS

Applied Data Scientist

GitHub Repository

Machine learning framework for both deep learning and traditional algorithms

NeoML is an end-to-end machine learning framework that allows you to build, train, and deploy ML models. This framework is used by ABBYY engineers for

704 Dec 27, 2022

Code for "On the Effects of Batch and Weight Normalization in Generative Adversarial Networks"

Note: this repo has been discontinued, please check code for newer version of the paper here Weight Normalized GAN Code for the paper "On the Effects

182 Sep 06, 2021

Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" https://arxiv.org/abs/2104.02699

ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement Recently, the power of unconditional image synthesis has significantly advanced th

967 Jan 04, 2023

DeconvNet : Learning Deconvolution Network for Semantic Segmentation

DeconvNet: Learning Deconvolution Network for Semantic Segmentation Created by Hyeonwoo Noh, Seunghoon Hong and Bohyung Han at POSTECH Acknowledgement

325 Oct 20, 2022

Keyword2Text This repository contains the code of the paper: "A Plug-and-Play Method for Controlled Text Generation"

Keyword2Text This repository contains the code of the paper: "A Plug-and-Play Method for Controlled Text Generation", if you find this useful and use

57 Dec 27, 2022

FlingBot: The Unreasonable Effectiveness of Dynamic Manipulations for Cloth Unfolding

This repository contains code for training and evaluating FlingBot in both simulation and real-world settings on a dual-UR5 robot arm setup for Ubuntu 18.04

70 Dec 06, 2022

Axel - 3D printed robotic hands and they controll with Raspberry Pi and Arduino combo

Axel It's our graduation project about 3D printed robotic hands and they control

0 Feb 14, 2022

FasterAI: A library to make smaller and faster models with FastAI.

Fasterai fasterai is a library created to make neural network smaller and faster. It essentially relies on common compression techniques for networks

193 Jan 01, 2023

Learning an Adaptive Meta Model-Generator for Incrementally Updating Recommender Systems

Learning an Adaptive Meta Model-Generator for Incrementally Updating Recommender Systems This is our experimental code for RecSys 2021 paper "Learning

11 Jul 28, 2022

All-in-one Docker container that allows a user to explore Nautobot in a lab environment.

Nautobot Lab This container is not for production use! Nautobot Lab is an all-in-one Docker container that allows a user to quickly get an instance of

29 Sep 16, 2022

An implementation of based on pytorch and mmcv

FisherPruning-Pytorch An implementation of Group Fisher Pruning for Practical Network Compression based on pytorch and mmcv Main Functions Pruning f

15 Dec 17, 2022

Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs

Context-Aware-Healthcare Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs Download

9 Dec 26, 2022

This project deploys a yolo fastest model in the form of tflite on raspberry 3b+. The model is from another repository of mine called -Trash-Classification-Car

Deploy-yolo-fastest-tflite-on-raspberry 觉得有用的话可以顺手点个star嗷这个项目将垃圾分类小车中的tflite模型移植到了树莓派3b+上面。该项目主要是为了记录在树莓派部署yolo fastest tflite的流程 (之后有时间会尝试用C++部署来提升

7 Aug 16, 2022

Laplacian Score-regularized Concrete Autoencoders

Related tags

Overview

Laplacian Score-regularized Concrete Autoencoders

Requirements:

How to use:

Owner

JS

Machine learning framework for both deep learning and traditional algorithms

Code for "On the Effects of Batch and Weight Normalization in Generative Adversarial Networks"

Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" https://arxiv.org/abs/2104.02699

DeconvNet : Learning Deconvolution Network for Semantic Segmentation

Keyword2Text This repository contains the code of the paper: "A Plug-and-Play Method for Controlled Text Generation"

FlingBot: The Unreasonable Effectiveness of Dynamic Manipulations for Cloth Unfolding

Axel - 3D printed robotic hands and they controll with Raspberry Pi and Arduino combo

FasterAI: A library to make smaller and faster models with FastAI.

Learning an Adaptive Meta Model-Generator for Incrementally Updating Recommender Systems

All-in-one Docker container that allows a user to explore Nautobot in a lab environment.

An implementation of based on pytorch and mmcv

Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs

This project deploys a yolo fastest model in the form of tflite on raspberry 3b+. The model is from another repository of mine called -Trash-Classification-Car

Pytorch implementation of forward and inverse Haar Wavelets 2D

Code for classifying international patents based on the text of their titles/abstracts

A PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing"

PyTorch implementation for the paper Pseudo Numerical Methods for Diffusion Models on Manifolds

Implementation of ReSeg using PyTorch

Adversarial Framework for (non-) Parametric Image Stylisation Mosaics

Fast and Simple Neural Vocoder, the Multiband RNNMS