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Achievements

Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLOAchievement: Pair ExtraordinaireAchievement: StarstruckAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLOAchievement: Pair ExtraordinaireAchievement: StarstruckAchievement: Arctic Code Vault Contributor

Organizations

@appheap @bi-graph @tensorops

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soran-ghaderi/README.md

Soran Ghaderi

ML Research Engineer at CoSTAR National Lab | Video & World Models
Open Source | Generative Models for Generalization and Ill-posed Inverse Problems
Personal Website | Twitter | LinkedIn | Google Scholar | Personal Blog | ∇ TorchEBM Blog |

🍓 Interested in Research Collaborations (check out my website and reach out by email).

About

AI MSc from Essex, ex UIUC intern (energy-based models for image/video generation).

Flagship Projects

Project GitHub Description
🍓 TorchEBM
Pytorch		 PyTorch library for energy-based models, diffusion, flow-matching, and Schrödinger-bridges; Official Website
🐆 WorldKernels
Pytorch		 High-throughput world model inference engine.
🍒 cuRBLAS
CUDA2		 CUDA-accelerated randomized BLAS (RBLAS) algorithms & routines.

Profile Summary

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  1. torchebm torchebm Public

    🍓 Simulation-free, GPU-first generative modeling in PyTorch ⚡ Composable primitives for scalable, stable training of modern EBMs, diffusion, flow matching, and Schrödinger bridges.

    Python 105 14

  2. worldkernels worldkernels Public

    GPU-first World Model Serving Engine

    Python 3 2

  3. cuRBLAS cuRBLAS Public

    🍒 cuRBLAS (Randomized BLAS) is a GPU-accelerated library for accelerating AI and HPC applications.

    Cuda 20 2

  4. tensorops/TransformerX tensorops/TransformerX Public

    Flexible Python library providing building blocks (layers) for reproducible Transformers research (Tensorflow ✅, Pytorch 🔜, and Jax 🔜)

    Python 53 9

  5. bi-graph/Emgraph bi-graph/Emgraph Public

    A Python library for knowledge graph representation learning (graph embedding).

    Python 39 3

  6. bi-graph/Bigraph bi-graph/Bigraph Public

    Bipartite-network link prediction in Python

    Python 95 21