Repository Index

Interpretable modeling of cellular responses to drug perturbations using cycle consistence learning

Set up and maintain a machine learning project in Tensorflow with a single script.

• cli
• machine-learning
• shell-script
• tensorflow

Panoptic segmentation algorithms for 2D and 3D electron microscopy images

• deep-learning
• semantic-segmentation
• segmentation
• pytorch

Tensorflow/Keras Plug-N-Play Deep Learning Models Compilation

Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.

A Framework for Encrypted Machine Learning in TensorFlow

DataSet File Format (DSFF)

• dataset
• file-format
• machine-learning
• python

A Single Library Parser to extract meta information,static analysis and detect macros within the files.

• malware-analysis
• pdf-parsing
• pe-executable
• office-files

A column-oriented approach to feature engineering. Feature engineering and machine learning: together at last!

GNN-based gene-selection deep learning model for drug response prediction