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all-classification-templetes-for-ml

ballistics_simulation

MATLAB Simulation of a six degree of freedom (6-DOF) ballistic flight of a 120mm mortar round.

bert-chinese-text-classification-pytorch

使用Bert，ERNIE，进行中文文本分类

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

classifier-multi-label

多标签文本分类，多标签分类，文本分类, multi-label, classifier, text classification, BERT, seq2seq，attention, multi-label-classification

dbn-detailed-explanation-with-implementation

A Detailed Explanation of Deep Belief Neural Networks and its implementation with BernoulliRBM of the scikit-learn is proposed. Also, a reference to a ToolBox in MatLAB for regression/classification tasks is given in the end of document.

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

ewsnet

Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of Rolling Bearings pytorch

fault-detection-and-diagnosis-with-xai

This python script developed approach which uses various Explainable AI techniques to interpret the results given by fault detection and diagnosis model for Air Handling Units.

few-shot-baseline

frequency-activation-map

An Explainable Neural Network for Fault Diagnosis With a Frequency Activation Map

funnlp

自然语言处理

keras-multi-label-image-classification

Keras- Multi Label Image Classification

maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

maml-pytorch

Reproduce MAML in Pytorch with omniglot dataset.

mhyeeg

Official PyTorch repository for Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals, ICASSPW 2023.

ml-assignments

about Regression, Classification, CNN, RNN, Explainable AI, Adversarial Attack, Network Compression, Seq2Seq, GAN, Transfer Learning, Meta Learning, Life-long Learning, Reforcement Learning.

multi-label-inception-net

Multi-label image classification using pretrained Inception net.

multimodal-sentiment-analysis

多模态情感分析——基于BERT+ResNet的多种融合方法

pytorch-image-models-multi-label-classification

Multi-label classification based on timm.

pytorch_fake_news_classification_mml

使用pytorch完成的一个多模态分类任务，文本和图像部分分别使用了bert和resnet提取特征（在config里可以组合多种模型）,在我的小规模数据集上取得了良好的性能（验证集acc96%）

reqif

Python library for ReqIF format. ReqIF parsing and unparsing.

resnet-pytorch

A pytorch implementation of ResNet in image classification

snn_image_classification

spiking-neural-network

Pure python implementation of SNN

sysml-v2-release

The latest incremental release of SysML v2. Start here.

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow

text-cnn

嵌入Word2vec词向量的CNN中文文本分类

text_clustering

文本聚类

watchlist