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pharmaceutical-research

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Elliot-Chan-120 / NOCTURNAL

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NOCTURNAL: Exploring the dark chemical space. A streamlined computational drug discovery platform from target identification to optimized drug visualization. Featuring a unique molecular optimization algorithm "MutaGen" and an interactive chemical space visualization module "ChemNet". All reinforced behind a modular, fault-tolerant architecture.

data-science machine-learning bioinformatics parsing cheminformatics prediction bioinformatics-pipeline drug-discovery data-analysis network-analysis datavisualization tanimoto molecular-fingerprints molecular-optimization chemical-space-exploration bioactivity-prediction pharmaceutical-research
  • Updated Jan 18, 2026
  • Python

Oluwaseun-O-Ajayi / autonomous-drug-discovery-lab

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Self-driving laboratory framework for autonomous drug discovery: closed-loop optimization, multi-instrument orchestration, ADMET prediction, and experimental design. Integrates robotics, analytics, and machine learning for hands-free pharmaceutical research workflows.

python machine-learning drug-discovery bayesian-optimization laboratory-automation pharmaceutical-research self-driving-labs autonomous-experimentation
  • Updated Jan 18, 2026
  • Python

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