Najib Sharifi, Ph.D.inAI AdvancesGenerative AI: Transformers For Molecular DesignBuilding a transformer model for generating molecules with desired physical properties. A pytorch implementationAug 20Aug 20
Najib Sharifi, Ph.D.inTowards AIBuilding a Multi-Agent System to Accomplish Complex TasksA simple framework for multi-agent systems allowing specialized agents to communicate and collaborate for multi-step tasks.May 24May 24
Najib Sharifi, Ph.D.inTowards AIGraphs in Motion: Spatio-Temporal Dynamics with Graph Neural NetworksThe concept behind ST-GNNs and a Pytorch Implementation for time series forecastingApr 8Apr 8
Najib Sharifi, Ph.D.inTowards Data ScienceStructure and Relationships: Graph Neural Networks and a Pytorch ImplementationUnderstanding the mathematical background of graph neural networks and implementation for a regression problem in pytorchMar 53Mar 53
Najib Sharifi, Ph.D.inTowards Data ScienceBuilding Blocks of Time: The Mathematical Foundation and Python Implementation of RNNsIs being able to build and train machine learning models from popular libraries sufficient for machine learning users? Probably not for too…Jan 204Jan 204
Najib Sharifi, Ph.D.inTowards Data ScienceGenerative AI: Synthetic Data Generation with GANs using PytorchDemystifying Complexity: Beyond Images and Language ModelsJan 152Jan 152
