moayadeldin/deeptune
Advanced CLI tool for automating Machine Learning (AutoML) using state-of-the-art deep learning models to apply transfer learning with multiple tuning methods and architecture modifications to pretrained models for image and text datasets, with end-to-end training for tabular and time series datasets.
DeepTune helps you quickly build and train machine learning models for tasks like image classification, text analysis, and forecasting using pre-trained deep learning models. It takes your image, text, tabular, or time series datasets as input and outputs a trained model ready to make predictions. This tool is ideal for researchers and students in computer science who need to apply advanced deep learning techniques without extensive coding.
Use this if you need to rapidly prototype or deploy deep learning solutions across various data types, from medical images to financial time series.
Not ideal if you need highly customized model architectures or require intricate control over every aspect of the deep learning training process.
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17
Forks
1
Language
Python
License
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Category
Last pushed
Mar 03, 2026
Commits (30d)
0
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