This repository is a basic Machine Learning train & validation Template (Using PyTorch)

Last update: Sep 15, 2022

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Deep Learning pytorch_ml_template

Overview

pytorch_ml_template

This repository is a basic Machine Learning train & validation Template (Using PyTorch)

TODO

Markdown 사용법
Build Docker 사용법
Anaconda 사용법
ipython
DataLoader

Anaconda

Create conda env

 conda create -n pytorch

 # pytorch 1.8.1 for macOS
 conda install pytorch==1.8.1 torchvision==0.9.1 torchaudio==0.8.1 -c pytorch
 
 conda install -c anaconda scikit-image

Owner

GitHub Repository

ANEA: Distant Supervision for Low-Resource Named Entity Recognition

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This repository is a basic Machine Learning train & validation Template (Using PyTorch)

Related tags

Overview

pytorch_ml_template

TODO

Anaconda

Owner

ANEA: Distant Supervision for Low-Resource Named Entity Recognition

Mix3D: Out-of-Context Data Augmentation for 3D Scenes (3DV 2021)

Memoized coduals - Shows that it is possible to implement reverse mode autodiff using a variation on the dual numbers called the codual numbers

Code for the paper "Location-aware Single Image Reflection Removal"

Human Pose Detection on EdgeTPU

Language Models for the legal domain in Spanish done @ BSC-TEMU within the "Plan de las Tecnologías del Lenguaje" (Plan-TL).

A mini-course offered to Undergrad chemistry students

UDP++ (ECCVW 2020 Oral), (Winner of COCO 2020 Keypoint Challenge).

RATCHET is a Medical Transformer for Chest X-ray Diagnosis and Reporting

Get 2D point positions (e.g., facial landmarks) projected on 3D mesh

Intrusion Test Tool with Python

Official repo for BMVC2021 paper ASFormer: Transformer for Action Segmentation

Implementation of "Scaled-YOLOv4: Scaling Cross Stage Partial Network" using PyTorch framwork.

[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation

Code for the CVPR2021 workshop paper "Noise Conditional Flow Model for Learning the Super-Resolution Space"

Weighing Counts: Sequential Crowd Counting by Reinforcement Learning

Locally Differentially Private Distributed Deep Learning via Knowledge Distillation (LDP-DL)

A Transformer-Based Siamese Network for Change Detection

Code for the paper: Fighting Fake News: Image Splice Detection via Learned Self-Consistency

IOT: Instance-wise Layer Reordering for Transformer Structures