DetecDiv provides a comprehensive set of tools to analyze time microscopy images using deep learning methods. The software structure is such that data can be processed either at the command line or using a graphical user-interface. Detecdiv classification models include : image classification and regression, semantic segmentation, LSTM networks to analyze data and image timeseries.
Repository Index
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Winner of the Golem Gitcoin Hackathon 2020 (https://blog.golemproject.net/meet-the-winners-golem-gitcoin-hackathon-2020/). This app lets people design, simulate, and analyse antenna arrays without the need to utilize commercial and expensive applications.
- golem
A tiny easy math include addition multiplication subtraction division.
- math
- math-library
- mathematics
- true-math
Astronomical FITS image analysis tool for detecting asteroids, comets, satellites, moving objects, and transients in astrophotography data.
- astronomy
- astronomy-software
- astrophotography
- moving-object-detection
Segment-segment intersection classifier and calculator for Elixir
XitoSBML - the spatial SBML plugin for ImageJ
- sbml
- systems-biology
- spatial-sbml-plugin
- imagej
Caustic Elixir Cryptocurrency Library (Bitcoin, Ethereum, etc.) with extensive cryptography and number theory library
Interpretable modeling of cellular responses to drug perturbations using cycle consistence learning
A dependency-free Linear Algebra, Statistics, and Machine Learning library written from scratch in V
Extra contribution for mathcomp
- theorem-proving
- primality-test
- matroid
- rsa-algorithm
Vendor-agnostic, FHIR-Genomics-aligned API contract for cross-vendor NGS interpretation. JSON Schema + TypeScript + Python pydantic.
Metric stream related math functions.
Framework-agnostic polygon intersection library for Lua
Accelerated similarity searching of small molecules (bioconductor package)
gateway for segmentation data to Rstats & visualization with ggplot2 - in development
- visualization
- fluorescence-data
- ggplot
This is a class module in beta state to implement computations with large integers and reals/rationals numbers, while proposing representation of numerical values as scientific notation, allowing to obtain several cohorts for the same number (a lot of fun!).
- arithmetic
- biginteger
- biginteger-library
- fractional
DeepAEG: A model for predicting cancer drug response based on data enhancement and edge-collaborative update strategies
A common interface used for modeling Mathematical Programs (e.g., Convex Optimization problems) in the language Go (Golang).
- convex-optimization
- linear-programming
- optimization
- quadratic-programming
Python library for statistical analysis of mRNA and protein distributions in fluorescent microscopy images
A Do-Whatever Matrix-Math class in Actionscript 3
Distributed Simulation of Transport Networks
Interpretable drug response prediction with graph neural networks over drugs, cell lines, and genes.
High performance, zero-allocation, low memory usage (8 bytes), low precision (17 digits), partially compatible with int64 and shopspring Decimal
Mutta Puffs is a sports league scheduler automated on thousands of computers from decentralized market of computational power in Golem.