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  • Albert-Ludwigs-Universität Freiburg
  • Freiburg im Breisgau, Germany
  • 20:51 (UTC +01:00)

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Sohambasu07/README.md

Hi there 👋 I'm Soham

I'm a grad student at the University of Freiburg, Germany and working as a HiWi and Master Thesis student @automl.
I'm interested in Machine Learning, particularly AutoML (Hyperparameter Optimization), and Deep Learning for Computer Vision.

Personal Blog: sohambasu07.wordpress.com
Personal Homepage: sohambasu07.github.io

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  1. DR_2021 DR_2021 Public

    Diabetic Retinopathy Feature Extraction and Binary Diagnosis

    Jupyter Notebook 21 8

  2. automl/hpoglue automl/hpoglue Public

    HPO tool with a modular API that allows for the easy interfacing of a new Optimizer and a new Benchmark

    Python 3

  3. hposuite_4ml hposuite_4ml Public

    Interfaces HPO Optimizers from different libraries with Machine Learning models and datasets for benchmarking and comparative analysis.

    Python

  4. 3DQD_ShapeGeneration 3DQD_ShapeGeneration Public

    PyTorch implementation of 3DQD with modifications (Deep Learning Lab - Uni Freiburg)

    Python

  5. Refitting_AutoMLLab Refitting_AutoMLLab Public

    Finding heuristics to determine when refitting is required

    Python

  6. Baseline_Image_Denoiser Baseline_Image_Denoiser Public template

    Baseline Autoencoder based Denoiser with symmetric skip connections

    Jupyter Notebook 1