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492 search results found

Pytorch Cifar Models ⭐ 174

Pretrained models on CIFAR10/100 in PyTorch

Libtorchtutorials ⭐ 168

This is a code repository for pytorch c++ (or libtorch) tutorial.

Conformal_classification ⭐ 159

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

Dl With Bayes ⭐ 158

Contains code for the NeurIPS 2019 paper "Practical Deep Learning with Bayesian Principles"

All4nlp ⭐ 157

All For NLP, especially Chinese.

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

A Pytorch Tutorial To Text Classification ⭐ 154

Hierarchical Attention Networks | a PyTorch Tutorial to Text Classification

Pytorch Image Classification ⭐ 152

use pytorch to do image classfiication tasks

Pytorch Rnn Text Classification ⭐ 145

Word Embedding + LSTM + FC

PyTorch Implementation of Stacked U-Nets (SUNets)

Cnn Lstm ⭐ 143

CNN LSTM architecture implemented in Pytorch for Video Classification

Deep Kernel Transfer ⭐ 142

Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)

Emotion_dataset ⭐ 140

😄 Dataset for Emotion Classification

Pytorch Multi Class Focal Loss ⭐ 132

An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.

Breast_density_classifier ⭐ 128

Breast density classification with deep convolutional neural networks

Ai_paper_review ⭐ 128

까먹으면 다시 보려고 정리합니다.

A generalizable application framework for segmentation, regression, and classification using PyTorch

Iciar2018 ⭐ 124

Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Histology images (BACH)

Audioset_classification ⭐ 121

Official code for "Top-Down Visual Attention from Analysis by Synthesis" (CVPR 2023 highlight)

Pytorch implementation of network design paradigm described in the paper "Designing Network Design Spaces"

Lstm Classification Pytorch ⭐ 116

Text classification based on LSTM on R8 dataset for pytorch implementation

Cnn Sentence Classification Pytorch ⭐ 115

Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.

Imageclassification Pytorch ⭐ 114

Deep_learning_in_python_2018 ⭐ 114

Deep Learning workshop including image classification, face recognition, Object detection, language modelling, image captioning and neural machine translation.

Text_gcn.pytorch ⭐ 111

PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."

Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.

Pytorch_tutorial ⭐ 111

A set of jupyter notebooks on pytorch functions with examples

Lsoftmax Pytorch ⭐ 110

The Pytorch Implementation of L-Softmax

Convolution Vision Transformers ⭐ 110

PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers

Ask2transformers ⭐ 107

A Framework for Textual Entailment based Zero Shot text classification

Ml Dl Scripts ⭐ 106

The repository provides usefull python scripts for ML and data analysis

Know Your Intent ⭐ 104

State of the Art results in Intent Classification using Sematic Hashing for three datasets: AskUbuntu, Chatbot and WebApplication.

Wavecnet ⭐ 103

the code for WaveCNet

Dni.pytorch ⭐ 102

Implement Decoupled Neural Interfaces using Synthetic Gradients in Pytorch

A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods.

Covid Mask Detector ⭐ 102

Detect whether a person is wearing a mask or not

Set_transformer ⭐ 101

Pytorch implementation of set transformer

Fusenet_pytorch ⭐ 101

Joint scene classification and semantic segmentation with FuseNet

Speech Emotion Classification With Pytorch ⭐ 100

This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.

Deep Packet ⭐ 100

Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning

Pytorch Speech Commands ⭐ 98

Speech commands recognition with PyTorch

Ulm Basenet ⭐ 97

Implementation of ULMFit algorithm for text classification via transfer learning

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

Carrier Of Tricks For Classification Pytorch ⭐ 93

carrier of tricks for image classification tutorials using pytorch.

Machine Learning ⭐ 92

My Attempt(s) In The World Of ML/DL....

Shiftresnet Cifar ⭐ 92

ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch

Treelstmsentiment ⭐ 88

Pytorch implementation of Sentiment Classification in Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks

Bert Relation Classification ⭐ 88

A pytorch implementation of BERT-based relation classification

Pytorch Learning Notes ⭐ 88

pytorch learning tutorials

Video_classification_pytorch ⭐ 88

Video Classification based on PyTorch

Factorization Machine For Prediction ⭐ 88

Factorization Machine for regression and classification

Wtalc Pytorch ⭐ 87

W-TALC: Weakly-supervised Temporal Activity Localization and Classification

Pytorch Wrapper ⭐ 87

Provides a systematic and extensible way to build, train, evaluate, and tune deep learning models using PyTorch.

Frostnet ⭐ 86

FrostNet: Towards Quantization-Aware Network Architecture Search

Scene Baseline ⭐ 85

PyTorch baseline for AI challenger Scene classification

Open source Python library for building bioimage analysis pipelines

Birads_classifier ⭐ 84

High-resolution breast cancer screening with multi-view deep convolutional neural networks

[ICLR'19] Meta-learning with differentiable closed-form solvers

Densepoint ⭐ 80

DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing (ICCV 2019)

Bert Event Extraction ⭐ 80

Pytorch Solution of Event Extraction Task using BERT on ACE 2005 corpus

Stringlifier ⭐ 79

Stringlifier is on Opensource ML Library for detecting random strings in raw text. It can be used in sanitising logs, detecting accidentally exposed credentials and as a pre-processing step in unsupervised ML-based analysis of application text data.

Cnn Graph Classification ⭐ 79

A convolutional neural network for graph classification in PyTorch

Pytorch Image Classification ⭐ 79

Classifying cat and dog images using Kaggle dataset

Adamw Pytorch ⭐ 78

Implementation and experiments for AdamW on Pytorch

Tweet Stance Prediction ⭐ 77

Applying NLP transfer learning techniques to predict Tweet stance

Pytorch Rbm ⭐ 76

Restricted Boltzmann Machines (RBMs) in PyTorch

Distribuuuu ⭐ 73

The pure and clear PyTorch Distributed Training Framework.

Pytorch_semantic_segmentation ⭐ 73

Implement some models of RGB/RGBD semantic segmentation in PyTorch, easy to run. Such as FCN, RefineNet, PSPNet, RDFNet, 3DGNN, PointNet, DeepLab V3, DeepLab V3 plus, DenseASPP, FastFCN

Pytorch Learners Tutorial ⭐ 71

PyTorch tutorial for learners

Bert Chinese Text Classification Pytorch ⭐ 68

This repo contains a PyTorch implementation of a pretrained BERT model for text classification.

Augmix_tf2 ⭐ 67

TF2.0 port for Augmix paper

Video Transformers ⭐ 67

Easiest way of fine-tuning HuggingFace video classification models

Knowledge_evolution ⭐ 67

(CVPR-Oral 2021) PyTorch implementation of Knowledge Evolution approach and Split-Nets

Hfsoftmax ⭐ 65

Accelerated Training for Massive Classification via Dynamic Class Selection (AAAI 2018)

pytorch implementation of the ICCV'21 paper "MVTN: Multi-View Transformation Network for 3D Shape Recognition"

Pymetric ⭐ 63

pytorch metric learning tools and pycls

UNF(Universal NLP Framework)

I will implement Fastai in each projects present in this repository.

Tfvaegan ⭐ 62

[ECCV 2020] Official Pytorch implementation for "Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification". SOTA results for ZSL and GZSL

Pytorch_bert_elmo_example ⭐ 62

A text classification example with Bert/ELMo/GloVe in pytorch

Clue_pytorch ⭐ 61

CLUE baseline pytorch CLUE的pytorch版本基线

Lstm_sentence_classifier ⭐ 61

LSTM-based Models for Sentence Classification in PyTorch

Official implementation of "Classification-Based Anomaly Detection for General Data" by Liron Bergman and Yedid Hoshen, ICLR 2020.

Stagewise Knowledge Distillation ⭐ 60

Code implementation of Data Efficient Stagewise Knowledge Distillation paper.

Candlegp ⭐ 59

Gaussian Processes in Pytorch

Mri Deep Learning Tools ⭐ 58

Resurces for MRI images processing and deep learning in 3D

Pixelda_gan ⭐ 58

Domain Adaptation using GAN

Information Bottlenecks for Attribution

A PyTorch implementation of DGCNN based on AAAI 2018 paper "An End-to-End Deep Learning Architecture for Graph Classification"

Multiple Instance Learning ⭐ 56

Pytorch implementation of three Multiple Instance Learning or Multi-classification papers

✅ CODAR is a Framework built using PyTorch to analyze post (Text+Media) and predict Cyber Bullying and offensive content. 💬📷

Flexinfer ⭐ 55

A flexible Python front-end inference SDK based on TensorRT

Pytorch Scholarship Challenge Notes ⭐ 55

My notes on PyTorch Scholarship Challenge [Phase 1] 2018/2019

Deep Text Classification Pytorch ⭐ 55

Deep neural network text classification papers in PyTorch

Pytorch Bert Document Classification ⭐ 55

Enriching BERT with Knowledge Graph Embedding for Document Classification (PyTorch)

Lightning Covid19 ⭐ 55

Classification for covid-19 chest X-ray images using Lightning

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Temporal Fields ⭐ 53

Code for training temporal fully-connected CRF models in Torch

Pytorch Priv ⭐ 53

Pytorch implementation for Classification, Semantic Segmentation and Object Detection

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