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Fast Functional Annotation of Genomes via Orthology Assignment with EggNOG-mapper
EggNOG-mapper is a powerful tool for the fast and precise functional annotation of novel sequences such as proteins, coding sequences (CDS), genomes, and metagenomes....
Mastering digitalization of fermentation for optimizing production
Why I Wrote This Letter? I decided to write this letter because Gencovery is increasingly working with companies specialized in fermentation — organizations that generate data ac...
The Future of Skills is driven by AI — World Economic Forum 2025 Insights
I wrote this post to share key insights from the World Economic Forum’s Future of Jobs Report 2025. I added a section explaining why AI should be separated from Big Data</stro...
Gencovery Newsletter #6 - Constellab new features
Your digital transformation guide With the Constellab data and AI platform, fully leverage your data and turn it into a strategic asset! ✅ Fast and secure digitalization ✅ An intuitive and high-perfor...
Streamlit components showcase
App to showcase the custom streamlit component developed an maintained by Gencovery and integrated in gws_core package. You will find :

Chromato AI app
Accelerate chromatography analysis with generative AI. Chromato-AI is an advanced generative AI agent designed to analyze massive volumes of chromatography data by leveraging both internal and open-so...

Biolector app
If you own a BioLector XT by Beckman Coulter and are looking for a way to efficiently analyze the data it generates, you’ve come to the right place! The BioLector XT is a cutting-edge microbioreactor ...

Machine learning copilot
The ML Copilot simplifies machine learning workflows from data ingestion to model deployment. This guide will walk beginners through the step-by-step process of implementing machine learning projects. ...

Sync folder with another lab
Download file from Google drive
Convert space- or tab-separated files to CSV format
pyDESeq2 pairwise differential analysis
gws_gaia
GAIA (Gencovery Artificial Intelligence Analytics) provides core features for machine learning and deep learning modelling. It offers a broad range of AI algorithms, covering among others classification, regression, clustering methods, neural networks.

gws_ode
Brick for Ordinary Differential Equations

gws_stats
STATS (Statistical Tools Suite) provides core features for statistical analysis of biological data. It offers the most widely used statistical methods for biological data analysis to quantitatively assess your hypothesis from your data.

gws_design_of_experiments
Brick design of experiments
