Autonomous Drug Discovery: Mining 700,000 Natural Products for Antimicrobial Candidates
How K-Dense Web autonomously processed the COCONUT database to identify 50 prioritized antimicrobial candidates using unsupervised machine learning.
3 min read
Topic
Machine Learning
4 K-Dense articles on Machine Learning — research automation, benchmarks, and case studies from the K-Dense team.
Autonomous Medical Device Safety Analysis: Mining 10,000 ICD Adverse Events from the FDA MAUDE Database
K-Dense Web autonomously analyzed 10,000 ICD failure reports from the FDA MAUDE database using NLP and statistics, revealing manufacturer-specific patterns.
5 min readBuilding Autonomous ML Pipelines with K-Dense Web
How K-Dense Web automates the machine learning workflow, from data prep to model selection and deployment-ready results.
1 min readKarpathy: An Open Source Agentic Machine Learning Engineer
Karpathy is our open-source AI agent that trains state-of-the-art ML models autonomously, from data preprocessing to hyperparameter optimization.
4 min read
