49 dependents
Package Description Downloads/month
Multiparameter Topological Persistence for Machine Learning 14K
Comprehensive toolkit for MALDI-TOF mass spectrometry data preprocessing for ant... 4K
A Topological Signal Processing Package 3K
A topological machine learning framework based on PyTorch 2K
detectda - detecting features in videos using TDA 1K
A python package for the interleaving distance on Reeb graphs and related struct... 917
Python package for deep learning based image to image transformation 812
A Library to Solve Various Computer Vision Problems Using Topological Data Analy... 741
A collection of losses and metrics for topology-preserving image segmentation. 733
Toolbox for single-cell data analysis on sample level 533
A python package for spatial analysis using topological data analysis 502
A SDK for tumour study 497
Unified dimensionality reduction and neural network analysis framework 477
Preprocessing, visualization, statistical analysis, feature engineering, and mac... 440
Topological Deep Learning 381
Flood complex PH 333
PErsistent Topological Laplacian Software: a Python Library to Compute Persisten... 303
PyTorch implementation of PersLay 302
A comprehensive Python framework designed for exploring the loss landscapes of d... 300
A Python library for Topological Signal Processing and Learning. 279
Spatial transcriptomics with Persistent Homology 277
276
Plastinet is Python package for spatial transcriptomics. 260
TOpological Point Features: Node-Level Topological Representation Learning on Po... 256
Topological Hyperparameter Evaluation and Mapping Algorithm, by Krv Labs 232
Medical Imaging Topological Data Analysis - Extract TDA features from medical im... 202
Identifying multiscale tissue domains for spatial transcriptomic data using pers... 191
Topological Data Analysis Routines 190
Implementation of the Dowker complex. 189
Package for topological data analysis of the big data. It is attempt to study di... 172
SCOTT: Synthesizing Curvature Operations and Topology Tools. Use curvature filtr... 166
Implementation of the AuToMATo clustering algorithm. 147
hodge decomposition trajectory 145
Representativity analysis of 3D binary images 139
Python package for topological inference from point clouds with persistent homol... 122
Spork - the teaspoon companion 120
FGOT is a tool for uncovering cellular heterogeneity and their associated transc... 117
Presto: Projected Embedding Similarty based on Topological Overlays 116
Core library for graph-structured parameter optimization via gradient methods 115
114
A python package to compute Euler Characteristic Curves 109
A cohomological approach to financial risk scoring using persistent homology and... 85
Coarse-grained Asymmetric Cycles in Time Series 82
Add your description here 78
Universal automatic pattern discovery engine using TDA, information theory, and ... 75
Onesample and twosample topological goodness-of-fit tests 66
Topological data analysis anomaly detection for timeseries 55
Simplex tree for Dowker complex 46
COSMOS is a computational tool crafted to overcome the challenges associated wi... 46