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Pytorch Lightning Image Classification ⭐ 10

pytorch lightening image classification

Weak Supervised Learning Case Study ⭐ 10

Exploring weak supervision approaches to train text classification models.

Pytorch Lightning Spells ⭐ 9

Some useful plugins for pytorch-lightning

Pytorch Hyperlight ⭐ 9

The ML micro-framework built as a thin wrapper around PyTorch-Lightning and Ray Tune frameworks to push the boundaries of simplicity even further.

Job Recommend Competition ⭐ 9

🥇KNOW기반 직업 추천 알고리즘 경진대회 1등 솔루션입니다🥇

High Order Layers Torch ⭐ 9

High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial (Chebyshev nodes) and Fourier Series layers of arbitrary order. Piecewise implementations could be thought of as a 1d grid (for each neuron) where each grid element is Lagrange polynomial. Both full connected and convolutional layers included.

Boilerplate for TorchText Driven Deep Learning Research with PyTorch Lightning and Lightning Fabric

Sr Pytorch Lightning ⭐ 8

Super-Resolution models implemented in PyTorch Lightning

Dose_prediction ⭐ 8

A Cascade Transformer-based Model for 3D Dose Distribution Prediction in Head and Neck Cancer Radiotherapy

Pytorch Lightning Template ⭐ 8

A template for simple deep learning projects using Lightning

Spacenet7 Buildings Detection ⭐ 7

Building detection from the SpaceNet dataset using UNet.

Reimplementation of the PLS-Net architecture used for lung lobe segmentation in CT

Template for projects in PyTorch powered with PyTorch Lightning, Telegrad and MLflow. Get updates on mobile and streamline PyTorch code for research.

Quant Lab ⭐ 7

Deep Learning for Algorithmic Trading with Lightning AI's PyTorch Lightning and Lightning Fabric

Hypernerf Torch ⭐ 7

Unofficial implementation of hyperNeRF in Pytorch Lighting

Engage in a semantic segmentation challenge for land cover description using multimodal remote sensing earth observation data, delving into real-world scenarios with a dataset comprising 70,000+ aerial imagery patches and 50,000 Sentinel-2 satellite acquisitions.

Dl_hpc_starter_pack ⭐ 7

pip install the deep learning & HPC starter pack to begin your project.

Onehotconv ⭐ 6

This is an implementation of the "OneHot" CNN for JPEG steganalysis

Light_side ⭐ 6

⚡️PyTorch Lightning Implementations of Recent Low-Light Image Enhancement !

Deep Learning Course ⭐ 6

Course on deep learning and it's applications in Computer Vision, Natural Language Processing

Multi Srl ⭐ 6

Code and models for the COLING2020 paper "Bridging the Gap in Multilingual Semantic Role Labeling: a Language-Agnostic Approach".

Deep Semi-Supervised Learning with Holistic methods for audio classification.

Lightning Tutorial ⭐ 6

PyTorch-Lightning Tutorial

Samsung Ai Challenge For Scientific Discovery ⭐ 6

🥇Samsung AI Challenge 2021 1등 솔루션입니다🥇

🌩️ The Deep Learning framework based on Lightning

Pytorch_retinanet ⭐ 6

A PyTorch implementation of RetinaNet with `ResNet` backbone

Mlexperiments ⭐ 5

Machine learning model implementations using pytorch, fastai, pytorch-lightning

Adaspeech ⭐ 5

Aidd Codebase ⭐ 5

Public version of the AIDD consortium code base

Genderclassifiernn ⭐ 5

Classify names into male/female using Neural Nets

Asci_cbl_practicals ⭐ 5

The repository for the Deep Learning practicals of the ASCI Computer Vision by Learning course 2022

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