Updated 11 months ago

t-elf • Rank 5.5 • Science 85%

Tensor Extraction of Latent Features (T-ELF). Within T-ELF's arsenal are non-negative matrix and tensor factorization solutions, equipped with automatic model determination (also known as the estimation of latent factors - rank) for accurate data modeling. Our software suite encompasses cutting-edge data pre-processing and post-processing modules.

Updated 11 months ago

susi • Rank 5.8 • Science 77%

SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)

Updated 11 months ago

hyperspectral-regression • Rank 4.4 • Science 77%

Code examples for the book chapter "Supervised, Semi-Supervised and Unsupervised Learning for Hyperspectral Regression".

Updated 11 months ago

anomalib • Rank 23.1 • Science 54%

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

Updated 11 months ago

boxsers • Rank 9.7 • Science 67%

Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).

Updated 11 months ago

goneat • Rank 7.0 • Science 67%

The GOLang implementation of NeuroEvolution of Augmented Topologies (NEAT) method to evolve and train Artificial Neural Networks without error back propagation

Updated 11 months ago

tyc-dataset • Rank 2.3 • Science 54%

Official and maintained implementation of the dataset paper "The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures" [ICCVW 2023].

Updated 11 months ago

com.linkedin.isolation-forest • Rank 12.3 • Science 44%

A distributed Spark/Scala implementation of the isolation forest algorithm for unsupervised outlier detection, featuring support for scalable training and ONNX export for easy cross-platform inference.

Updated 11 months ago

approaching-an-unknown-communication-system • Science 54%

Code/supplement for the paper "Approaching an unknown communication system by latent space exploration and causal inference"

Updated 11 months ago

r-python • Science 44%

Denetimsiz Makine Öğrenmesi Algoritmaları: R ve Python Uygulamaları Kitabındaki R ve Python kodları

Updated 11 months ago

clusteranalysisbasedfastingpostprandialglucoseinsulin • Science 57%

Code of the paper "Cluster Analysis Based on Fasting and Postprandial Plasma Glucose and Insulin Concentrations"

Updated 11 months ago

imesc • Science 44%

This app is intended to dynamically integrate machine learning techniques to explore multivariate data sets.

Updated 11 months ago

tsdae • Science 54%

Tranformer-based Denoising AutoEncoder for Sentence Transformers Unsupervised pre-training.