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@csce585-mlsystems CSCE 585: Machine Learning Systems

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    23 repositories

    • SayCan-Extended

      Public
      Extending PaLM SayCan: Enhancing language-driven robotic task planning and execution
      Jupyter Notebook
      •0•1•0•0•Updated Dec 17, 2024Dec 17, 2024

    • ipa-ext

      Public
      Inference Pipeline Adapter (IPA) Extension Project: A CSCE 585 - A Machine Learning Systems Project
      Jupyter Notebook
      •0•0•3•0•Updated Dec 15, 2024Dec 15, 2024

    • cae_cylinder

      Public
      A deep learning model combining a Convolutional Autoencoder and LSTM to predict unsteady flow fields around a 2D cylinder, trained on CFD data from Basilisk. Designed for efficient reconstruction and short-term prediction of velocity and pressure fields.
      Python
      •0•0•0•0•Updated Dec 15, 2024Dec 15, 2024

    • RoostAI

      Public
      RoostAI: A University-Centered Chatbot
      Python
      •
      BSD 2-Clause "Simplified" License
      •0•2•3•0•Updated Dec 15, 2024Dec 15, 2024

    • Narrative-Analysis

      Public
      Python
      •0•0•2•0•Updated Dec 14, 2024Dec 14, 2024

    • Sustainable-IPA

      Public
      Considering energy consumption in IPA.
      Python
      •0•0•0•0•Updated Dec 13, 2024Dec 13, 2024

    • Aphasia_LLM

      Public
      Jupyter Notebook
      •0•0•2•0•Updated Dec 12, 2024Dec 12, 2024

    • Melomusic

      Public
      Python
      •0•0•1•0•Updated Dec 12, 2024Dec 12, 2024

    • critic-llm

      Public
      HTML
      •0•0•2•0•Updated Dec 12, 2024Dec 12, 2024

    • skin-cancer-detection

      Public
      Python
      •
      MIT License
      •0•0•1•0•Updated Dec 12, 2024Dec 12, 2024

    • FedMat

      Public
      CSCE 585 - Machine Learning Systems Project (Federated Learning for Materials Property Prediction)
      Python
      •0•0•1•0•Updated Dec 12, 2024Dec 12, 2024

    • FancyBear

      Public
      Python
      •0•0•5•0•Updated Dec 12, 2024Dec 12, 2024

    • Transportation_ANN

      Public
      Python
      •0•0•1•0•Updated Dec 11, 2024Dec 11, 2024

    • Phishing-Detection

      Public
      Jupyter Notebook
      •0•0•3•0•Updated Dec 10, 2024Dec 10, 2024

    • instructions

      Public
      Here we put specific instructions for project deliverables
      0•0•0•0•Updated Dec 8, 2024Dec 8, 2024

    • Sustainable-IPA-Fork

      Public
      Source code of IPA, https://escholarship.org/uc/item/2p0805dq
      Jupyter Notebook
      •7•0•0•0•Updated Nov 18, 2024Nov 18, 2024

    • Multi-Sense-Rescue

      Public
      0•0•0•0•Updated Dec 8, 2023Dec 8, 2023

    • tutorials

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •3•4•0•0•Updated Oct 24, 2023Oct 24, 2023

    • course-resources

      Public
      Makefile
      •
      MIT License
      •0•2•0•0•Updated Sep 9, 2023Sep 9, 2023

    • github-pooyanjamshidi

      Public
      github-pooyanjamshidi created by GitHub Classroom
      0•0•0•0•Updated Aug 24, 2023Aug 24, 2023

    • CVDisasterRescue

      Public
      Jupyter Notebook
      •1•3•0•0•Updated Dec 3, 2022Dec 3, 2022

    • DiabetesMellitus

      Public
      Jupyter Notebook
      •0•0•4•0•Updated Nov 22, 2022Nov 22, 2022

    • project-athena

      Public
      This is the course project for CSCE585: ML Systems. Students will build their machine learning systems based on the provided infrastructure --- Athena.
      adversarial-exampleadversarial-attacksmachine-learning-systemsadversarial-defenseadversarial-machine-learning
      Python
      •
      MIT License
      •19•13•4•0•Updated Dec 15, 2020Dec 15, 2020