A fast and space-efficient pre-filter for querying very large collections of nucleotide sequences.

🚦🧬 Binning Metagenomic Contigs via Composition, Coverage and Assembly Graphs

Assembly and binning of metagenomes

ImputeCC enhances integrative Hi-C-based metagenomic binning through constrained random-walk-based imputation

Support the NASA / GlobColour / CCI ISIN grid used for MODIS L3BIN satellite products.

Autometa: Automated Extraction of Genomes from Shotgun Metagenomes

A hybrid assembly and MAG recovery pipeline (and more!)

metagenomics pipeline supporting The UnO Project for identifying pathogens in common across outbreak samples

☯️🧬 Refined and Overlapped Binning of Metagenomic Contigs Using Assembly Graphs

Data auto-binning algorithm- takes x,y,z data and organizes it in x and y user prescribed bins, auto-interpolates data gaps, then plots z

✨🧬 Refined binning of metagenomic contigs using assembly graphs

Scorecard Development in R, 评分卡

The feature engineering techniques discussed are - dimensionality reduction(pca), scaling(standard scaler, normalizer, minmaxscaler), categorical encoding(one hot/dummy), binning, clustering, feature selection. These are techniques performed on a dataset consisting of Californian House Prices.

Feature Engineering steps implemented in Google Colab with step-by-step view.

A Community Tool for Transiting Exoplanet Science with the JWST & HST

Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.

Express metagenome binning

Various apps exploring client-side binning in the ArcGIS JS API.

I am Uploading My Short simple projects on Python, Java, C++ & C Language in this library.

AMBER: Assessment of Metagenome BinnERs