A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
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Portfolio and risk analytics in Python
Performance analysis of predictive (alpha) stock factors
Python library for interactive topic model visualization. Port of the R LDAvis package.
Pathology Foundation Model - Nature Medicine
- foundation
- foundation-model
- histopathology
- mahmoodlab
Implementation of various topic models
Fusing Histology and Genomics via Deep Learning - IEEE TMI
- pathomic
- fusion
- multimodal
- pathology
Big Data essentials: Hadoop, MapReduce, Spark. Explore tutorials and demos in Jupyter notebooks—most are self-contained and live, ready to run with a click.
Exercises for the lecture "Selected Topics in Audio Signal Processing"
Classification and Gradient-based Localization of Chest Radiographs using PyTorch.
- fine-tuning
- vgg16
- resnet18
- densenet121