Solutions for Deep Neural Networks course at University of Warsaw.
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Updated
Oct 9, 2022 - Jupyter Notebook
Solutions for Deep Neural Networks course at University of Warsaw.
There is my Personal Development Plan implementation
Experiment and showcase custom and pre-built generative models. Boto3 & ClearML SDK integrations
Tasks for course MLOps
Шаблон cookiecutter для обучения моделей с помощью Torch Lightning, ClearML и DVC
Testing and implementations with ClearML
Learning data and model versioning with ClearML while cleaning and modeling happiness by country with a Kaggle dataset
Pytorch lightning template for metric learning tasks. Dataset used: Stanford Online Data Products
Training and deploying an image classificaiton model with Gradio.
GitHub Action For Running Experiments With ClearML
Training and deploying an image classification model with streamlit.
Machine learning pipelines built on top of Allegro ClearML
The library reproduces the reproduction of neural networks on the Darknet framework in ClearML.
Pytorch lightning template for image segmentation tasks. Dataset was taken from 2018 Data Science Bowl.
Knowledge distillation pytorch lightning template for image classification task
GitHub Action For Retrieving Experiments Stats With ClearML
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