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pybn

Bayesian Networks in Python

pycit

(Conditional) Independence testing & Markov blanket feature selection using k-NN mutual information and conditional mutual information estimators. Supports continuous, discrete, and mixed data, as well as multiprocessing.

pyheatmap

python heat map library

pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-lightning-template

An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit all the functions as well. Big-project-friendly as well. No need to rewrite your config in hydra.

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

pytorch_geometric

Graph Neural Network Library for PyTorch

real-time-facial-expression-recognition-and-fast-face-detection

Real-time facial expression recognition and fast face detection based on Keras CNN. Training and testing on both Fer2013 and CK+ facial expression data sets have achieved good results. The speed is 78 fps on NVIDIA 1080Ti. If only face detection is performed, the speed can reach 158 fps. Finally, an emotional monitoring system was developed based on it.

scikit-learn

scikit-learn: machine learning in Python

senet.pytorch

PyTorch implementation of SENet

sensor-fusion-resources

Resources for learning Multimodal Data Fusion with Sensory Information

shufflenet-v2-pytorch

Perfect implement. Model shared. x0.5 (Top1:60.646) and 1.0x (Top1:69.402).

softpool

[ICCV 2021] Code for approximated exponential maximum pooling

sparse_attention

Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"

spatial-re-scaling

spatial-stream-weights

swafn

Code for Paper "SWAFN: Sentimental Words Aware Fusion Network for Multimodal Sentiment Analysis", COLING2020

tensorfusionnetworks

Pytorch Implementation of Tensor Fusion Networks for multimodal sentiment analysis.

tf_seq

This project ia a instance of Natural Language Processing with utilizing the Transformer model.

transformer-transducer

A pytorch_lightning reimplementation of the Transducer module from ESPnet.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

transparent_latent_gan

Use supervised learning to illuminate the latent space of GAN for controlled generation and edit

ttnet-real-time-analysis-system-for-table-tennis-pytorch

Unofficial implementation of "TTNet: Real-time temporal and spatial video analysis of table tennis" (CVPR 2020)

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

tuning_playbook_zh_cn

一本系统地教你将深度学习模型的性能最大化的战术手册。

tupe

Transformer with Untied Positional Encoding (TUPE). Code of paper "Rethinking Positional Encoding in Language Pre-training". Improve existing models like BERT.

vcan

The Video-based Cross-modal AuxIliary Network (VCAN) is proposed for Multimodal Sentiment Analysis

vdd-daod

Vector-Decomposed Disentanglement for Domain-Invariant Object Detection

video-description-with-spatial-temporal-attention

[ACM MM 2017 & IEEE TMM 2020] This is the Theano code for the paper "Video Description with Spatial Temporal Attention"