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31 search results found

Models, data loaders and abstractions for language processing, powered by PyTorch

Pytorch Nlp ⭐ 2,180

Basic Utilities for PyTorch Natural Language Processing (NLP)

Deepsvg ⭐ 829

[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.

Continuum ⭐ 343

A clean and simple data loading library for Continual Learning

Video Dataset Loading Pytorch ⭐ 323

Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.

Audiomate ⭐ 123

Python library for handling audio datasets.

Pytorch Project Template ⭐ 121

Deep Learning project template for PyTorch (multi-gpu training is supported)

Dataloaders ⭐ 76

Pytorch and TensorFlow data loaders for several audio datasets

Dataloaders.jl ⭐ 64

A parallel iterator for large machine learning datasets that don't fit into memory inspired by PyTorch's `DataLoader` class.

Customized Dataloader Pytorch ⭐ 58

Customized DataLoader for multi label dataset classification-pytorch implementation

Sequential Recommendation Datasets ⭐ 56

Download and preprocess popular sequential recommendation datasets

ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping

Datatap Python ⭐ 37

Focus on Algorithm Design, Not on Data Wrangling

Mixmatch Pytorch ⭐ 30

An implementation of MixMatch with PyTorch

Sentence Classification Pytorch ⭐ 28

Sentiment analysis with variable length sequences in pytorch

Pytorch Pyramid Feature Attention Network For Saliency Detection ⭐ 27

PyTorch implementation of the CVPR 2019 paper “Pyramid Feature Attention Network for Saliency Detection”

Intphys Baselines ⭐ 22

Code for paper "IntPhys: A Benchmark and Dataset for Intuitive Physics".

Pytorch_lmdb_dataset ⭐ 22

pytorch lmdb dataset with protobuf

models built with mlpack

Jax Dataloader ⭐ 20

Pytorch-like dataloaders in JAX.

Demosaicnet_torch ⭐ 20

Human Motion Analysis With Deep Metric Learning ⭐ 20

pytorch implement of this paper: https://arxiv.org/abs/1807.11176

Custom Cnn Based Image Classification In Pytorch ⭐ 17

Lazy_dataset ⭐ 15

lazy_dataset: Process large datasets as if it was an iterable.

Ifn_dataloader ⭐ 11

Torch_waymo ⭐ 11

PyTorch dataloader for Waymo Open Dataset

FLOT: Scene Flow Estimation by Learned Optimal Transport on Point Clouds

A Tri-map free direct Alpha Matting.

Multidataloader ⭐ 8

Dataloader for Tensor Flow using the multithreading features

Sequential Data Loader And Model For Variable Length Data ⭐ 8

Data loader and model for variable length data in PyTorch

PATS Dataset. Aligned Pose-Audio-Transcripts and Style for co-speech gesture research

Cornernet Lite ⭐ 7

training for VOC dataset

High level wrapper for PyTorch

Potsdamtools ⭐ 6

Tools and Dataloader for ISPRS Potsdam and Vaihingen dataset

Pytorch Imagenet Dataset ⭐ 5

Imagenet dataset for pytorch

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