pytroch

【干货】史上最全的PyTorch学习资源汇总

Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"

SRDenseNet-pytorch（ICCV_2017）

Useful Toolbox for Anomaly Detection

Experiments with UNET/FPN models and cityscapes/kitti datasets [Pytorch]

EfficientNetV2 implementation using PyTorch

This Repository consists of Assignments and projects of the iNeuron Full Stack Data Science Course

The official repository for paper "LoGG3D-Net: Locally Guided Global Descriptor Learning for 3D Place Recognition" To appear in 2022 IEEE International Conference on Robotics and Automation (ICRA) https://arxiv.org/abs/2109.08336

使用MovieLens数据集实现了基于Auto Encoder(AE), Variational Auto Encoder(VAE), BERT的深度学习电影推荐系统

Karaokey is a vocal remover that automatically separates the vocals and instruments. A deep learning model based on LSTMs has been trained to tackle the source separation. The model learns the particularities of music signals through its temporal structure.

AdaShift optimizer implementation in PyTorch

Implementation of Multiple Instance Detection Network with Online Instance Classifier Refinement with PyTorch

Recurrent neural network for forecasting solar irradiance ☀️

能够比较方便进行迁移学习的MobileNetV3 Backbone复现

A take on the Tensor Train decomposition

Pytorch model for classification

FaceBoxes : A programm of detecting face with Libtorch

Using Pytorch to Create Deep Learning Models.

学习并复现经典的推荐系统多目标任务，如：SharedBottom、ESMM、MMoE、PLE

A tool package for training model, pre-processing dataset and managing experiment record in pytorch AI tasks.

The topic was from huawei cloud garbage classification competition.

Implementation of Attention based CNN for sentence classification https://www.isca-speech.org/archive/Interspeech_2016/pdfs/0354.PDF

Anomaly Classification in Time Series Data

CNN models

Course project for EE698R (2020-21 Sem 2). An X-Vector Based Speaker Diarization System with AutoEncoder based clustering method. Also supports spectral and KMeans clustering method.

Notes and some deep learning model implementation using PyTorch.

Minimal and clean CIFAR10 and ImageNet classification

Using Pytroch to detect sarcasm in text.

Text Classification using all the architectures

pytorch implementation of dc-tts enabling mixed precision training and loading of weights from the tf implementatioon