siamese-neural-network

Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.

python machine-learning deep-neural-networks timeseries deep-learning time-series forecasting multivariate ecg-signal sensors forecasting-models time-series-analysis auto-ml interpretable-ai explainable-ml siamese-neural-network auto-timeseries nowcasting-models

UpdatedDec 8, 2022
Jupyter Notebook

monologuesmw /bearing-fault-diagnosis-cnn

Star92

Siamese network for bearing fault diagnosis

tensorflow siamese-neural-network bearing-fault-diagnosis fault-diagnosis

UpdatedJan 18, 2020
Python

Aftaab99 /OfflineSignatureVerification

Star89

Writer independent offline signature verification using convolutional siamese networks

react machine-learning pytorch signature-verification siamese-network siamese-neural-network contrastive-loss siamese-cnn

UpdatedMar 29, 2024
Jupyter Notebook

dmis-lab /KitcheNette

Star77

KitcheNette: Predicting and Recommending Food Ingredient Pairings using Siamese Neural Networks

artificial-intelligence artificial-neural-networks food-recommendation score-prediction siamese-neural-network food-pairing

UpdatedSep 18, 2019
Python

aspamers /siamese

Star69

A simple, easy-to-use and flexible siamese neural network implementation for Keras

python neural-network keras siamese-neural-network

UpdatedAug 2, 2024
Python

nevoit /Siamese-Neural-Networks-for-One-shot-Image-Recognition

Star63

One-shot Siamese Neural Network, using TensorFlow 2.0, based on the work presented by Gregory Koch, Richard Zemel, and Ruslan Salakhutdinov. we used the “Labeled Faces in the Wild” dataset with over 5,700 different people. Some people have a single image, while others have dozens.

image-recognition one-shot-learning siamese-neural-network

UpdatedSep 27, 2024
Jupyter Notebook

demelin /Sentence-similarity-classifier-for-pyTorch

Star54

Re-implementation of Mueller's et al., "Siamese Recurrent Architectures for Learning Sentence Similarity." (AAAI, 2016)

neural-network pytorch annotated siamese-neural-network sentence-similarity-classifier

UpdatedNov 21, 2020
Python

shahrukhx01 /siamese-nn-semantic-text-similarity

Star53

A repository containing comprehensive Neural Networks based PyTorch implementations for the semantic text similarity task, including architectures such as: Siamese LSTM Siamese BiLSTM with Attention Siamese Transformer Siamese BERT.

nlp transformers pytorch lstm attention-mechanism bert siamese-neural-network

UpdatedMar 10, 2022
Python

robinniesert /kaggle-google-quest

Star45

Google QUEST Q&A Labeling Kaggle Competition 6th Place Solution

nlp deep-learning transformers kaggle bert siamese-neural-network

UpdatedJun 11, 2020
Python

asagar60 /Siamese-Neural-Networks-for-One-shot-Image-Recognition

Star42

One Shot Learning Implementation

siamese-network omniglot siamese-neural-network few-shot-learning oneshotlearning

UpdatedJul 27, 2020
Jupyter Notebook

previtus /ChangeDetectionProject

Star34

Change Detection project - the more experimental build version. Trying out Active Learning in with deep CNNs for Change detection on remote sensing data.

remote-sensing active-learning change-detection siamese-neural-network siamese-unet deep-active-learning monte-carlo-batch-normalization mcbn