Solutions for Deep Neural Networks course at University of Warsaw.
-
Updated
Oct 9, 2022 - Jupyter Notebook
Solutions for Deep Neural Networks course at University of Warsaw.
There is my Personal Development Plan implementation
Example of ClearML deployment(local and in Colab)
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
Machine learning pipelines built on top of Allegro ClearML
Testing and implementations with ClearML
Pytorch lightning template for metric learning tasks. Dataset used: Stanford Online Data Products
Learning data and model versioning with ClearML while cleaning and modeling happiness by country with a Kaggle dataset
Training and deploying an image classificaiton model with Gradio.
Training and deploying an image classification model with streamlit.
Knowledge distillation pytorch lightning template for image classification task
Pytorch lightning template for image segmentation tasks. Dataset was taken from 2018 Data Science Bowl.
The library reproduces the reproduction of neural networks on the Darknet framework in ClearML.
GitHub Action For Retrieving Experiments Stats With ClearML
Add a description, image, and links to the clearml topic page so that developers can more easily learn about it.
To associate your repository with the clearml topic, visit your repo's landing page and select "manage topics."