Loghman Samani
Graduate in Computational Biology exploring deep learning, generative AI, and computational structural biology.
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About
Loghman Samani works in ML & data science and AI engineering, based in Stuttgart, Germany (University of Stuttgart). Graduate in Computational Biology exploring deep learning, generative AI, and computational structural biology. Interested in research and PhD opportunities. Public projects on GitHub include TorchDiff (A PyTorch-based library for diffusion models), Smartsolve (A python machine learning library) and Deep Learning (Deep learning models built from scratch, including MLPs, CNNs, RNNs, LSTMs, Transformers, and GPT-2, with…), mostly written in Python, Jupyter and C++.
Projects 6
TorchDiff
A PyTorch-based library for diffusion models
github.comSmartsolve
A python machine learning library
github.comDeep Learning
Deep learning models built from scratch, including MLPs, CNNs, RNNs, LSTMs, Transformers, and GPT-2, with implementations of optimization and regularization techniques.
github.comCppNet
A high-performance C++ deep learning library for building and training neural networks
github.comPhysics Aware Diffusion
Adaptive Fokker–Planck Regularization and Physics-Preserving Distillation for Efficient Energy-Based Diffusion Models
github.comMl With Cpp
ML with C++
github.com