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phymucs's Projects

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

pytorch-made icon pytorch-made

MADE (Masked Autoencoder Density Estimation) implementation in PyTorch

pytorch-meta icon pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

pytorch-nlp icon pytorch-nlp

Basic Utilities for PyTorch Natural Language Processing (NLP)

pytorch-spectral-clustering icon pytorch-spectral-clustering

[Under development]- Implementation of various methods for dimensionality reduction and spectral clustering implemented with Pytorch

pytorch-struct icon pytorch-struct

Fast, general, and tested differentiable structured prediction in PyTorch

pytorch-unet icon pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

pytorch3d icon pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

pytorch_kmeans icon pytorch_kmeans

Implementation of the k-means algorithm in PyTorch that works for large datasets

pytorch_tabular icon pytorch_tabular

A standard framework for modelling Deep Learning Models for tabular data

pytorchnlpbook icon pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

pytorchtext icon pytorchtext

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

pywsd icon pywsd

Python Implementations of Word Sense Disambiguation (WSD) Technologies.

qanet icon qanet

A Tensorflow implementation of QANet for machine reading comprehension

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