Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.
- histopathology-images
- microscopy
- sliding-windows
- medical-image-analysis
[ICLR 2024] DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genome
- dataset
- dna
- dna-processing
- dna-training
skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.
A tool for semi-automatic cell type classification
A Python native dynamical system simulation framework in the block diagram paradigm.
- blockdiagram
- control-systems
- hierarchical-modeling
- nonlinear-dynamics
Large collection of number systems providing custom arithmetic for mixed-precision algorithm development and optimization for AI, Machine Learning, Computer Vision, Signal Processing, CAE, EDA, control, optimization, estimation, and approximation.
- arithmetic
- integer-arithmetic
- fixed-point-arithmetic
- rational-arithmetic
bert-loves-chemistry: a repository of HuggingFace models applied on chemical SMILES data for drug design, chemical modelling, etc.
a numpy-like fast vector module for micropython, circuitpython, and their derivatives
SCENIC is an R package to infer Gene Regulatory Networks and cell types from single-cell RNA-seq data.
open source software for bidimensional and tridimensional remeshing
- mesh
- mesh-adaptation
- anisotropic-mesh-adaptation
- isotropic-mesh-adaptation
a molecular descriptor calculator
Official repository for the ProteinGym benchmarks
A Practical and Efficient NCBI Taxonomy Toolkit, also supports creating NCBI-style taxdump files for custom taxonomies like GTDB/ICTV
Sequential regulatory activity predictions with deep convolutional neural networks.
Advanced date, time and interval library for Java with sun/moon-astronomy and calendars like Chinese, Coptic, Ethiopian, French Republican, Hebrew, Hijri, Historic Christian, Indian National, Japanese, Julian, Korean, Minguo, Persian, Thai, Vietnamese
Tools for computational pathology
- machine-learning
- digital-pathology
- computational-pathology
- biomedical-image-processing
Simulation for spacecraft attitude control system analysis and design
A dependency-free cross-platform swiss army knife for PDB files.
A thin layer of graphic data types
- graphics-library
- vector
- transformations
- matrix
The fastest automatic differentiation library for C++, with Python bindings. Forward, adjoint and higher-order derivatives, checkpointing, Eigen support and JIT. Reproducible benchmarks against CppAD, Adept and autodiff.
- automatic-differentiation
- aad
- algorithmic-differentiation
- autodiff
Benchmarking analysis of data integration tools
Multi-Omics Factor Analysis
- multi-omics
- factor-analysis
- mofa
PyKEP is a scientific library providing basic tools for research in interplanetary trajectory design.
- interplanetary
- mission-analysis
- astrodynamics
- aerospace
A model generator for energy system modelling and optimisation (LP/MILP).
- energy
- energy-system
- modelling
- modelling-framework