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cVAE
Simple and clean implementation of Conditional Variational AutoEncoder (CVAE) using PyTorchCancelOut
CancelOut is a special layer for deep neural networks that can help identify a subset of relevant input features for streaming or static data.DeepTLF
A Novel Hybrid Deep Learning Model for Heterogeneous Tabular Datalithography_hotspot_detection
Lithography Hotspot detection using Deep Learning. Source code for the paper.g_research_financial_forecasting_challenge
Machine Learning Challenge:MachineLearning_toolbox
Python scripts for ML, ensemble classifier, random hyperparameter search.Common_Centroid_Algorithm
Common-Centroid Placement Algorithm for IC design elementsCogLoad_UbiComp2020
Ariel-Space-Mission-Machine-Learning-Challenge
2nd place solution for the Ariel Space Mission Machine Learning Data Challenge (https://ariel-datachallenge.azurewebsites.net/ML)Gluon_examples
Deep learning examples using Gluon API.Love Open Source and this site? Check out how you can help us