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60 followers · 186 following

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@scikit-learn
@numfocus
@python

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Achievement: YOLOAchievement: Public SponsorAchievement: QuickdrawAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: YOLOAchievement: Public SponsorAchievement: QuickdrawAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

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@pyrocko @DAS-RCN

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nimanzik/README.md

Hi! 👋🏻

I'm Nima, a Berlin-based Machine Learning Engineer and Developer specialising in digital signal processing, deep learning, and Python programming. I use modern ML frameworks and scalable computing tools (PyTorch, Ray etc.) to experiment, build, and deploy ML solutions that deliver measurable impact.

🔗 Interested in collaborating or learning more? Let’s connect. I'm also on:

 

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  1. zclust zclust Public

    Unsupervised Deep Embedded Clustering of Seismic Spectrograms with Fully Convolutional Autoencoder

    Python 8 3

  2. peiplib peiplib Public

    Python Library and Educational Notebooks following the textbook "Parameter Estimation and Inverse Problems"

    Jupyter Notebook 11

  3. MorletX MorletX Public

    Continuous wavelet transform (CWT) using Morlet filter bank: intuitive reparametrisation + GPU support.

    Python 4

  4. pytorch-mdn pytorch-mdn Public

    Mixture Density Network (MDN) implementation in PyTorch, with Lightning training support, Pydantic configuration management, and C-Mixup data augmentation

    Python 2

  5. fast-hydra fast-hydra Public

    GPU-optimised PyTorch implementation of HYDRA time-series feature extraction with proper device management

    Python 2

  6. Eadet-ConvNet Eadet-ConvNet Public

    A Convolutional Neural Network (ConvNet) for earthquake detection in DAS fibre-optic data using PyTorch

    Python 5