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"

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

SRDenseNet-pytorch（ICCV_2017）

Useful Toolbox for Anomaly Detection

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

SegNext Implementation in PyTorch

Low Quality Image Toolbox

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.

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

PyTorch is an open-source machine learning framework that provides a flexible platform for building, training, and deploying deep learning models. It is widely used for research and development in artificial intelligence, offering dynamic computation, GPU acceleration, and a rich ecosystem of libraries and tools.

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

基于Pytorch实现的PPO强化学习模型，支持训练各种游戏，如超级马里奥，雪人兄弟，魂斗罗等等。

Recurrent neural network for forecasting solar irradiance ☀

AdaShift optimizer implementation in PyTorch

D-FINE: SoTA Object Detection model custom training/exporting/inferencing pipeline

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.

Official repository for the ICLR 2023 paper "A Learning Based Hypothesis Test for Harmful Covariate Shift"

能够比较方便进行迁移学习的MobileNetV3 Backbone复现

We present the Automatic Helmet Detection System, a CNN model trained on image dataset that can detect motorbikes as well as riders wearing helmets.