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DL_HDFS_Failure_Detection
DL_HDFS_Failure_Detection PublicPython tool to capture anomalous blocks through regex parsing of HDFS logs and LSTM based sequence analysis of events of blocks
Jupyter Notebook 1
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DL_SVHN_Classification_CNN
DL_SVHN_Classification_CNN PublicHandmade CNN using PyTorch to classify Street View House Numbers images. Contains training scripts, notebooks, figures, reports and final model's parameters
Jupyter Notebook 1
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ML_Ames_Housing_Data_Regression
ML_Ames_Housing_Data_Regression PublicAnalysis and Regression on the Ames Housing Dataset. Contains working structured project. Also contains notebooks used for EDA, experimentation and visualisations
Jupyter Notebook 1
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ML_Porto_Seguro_Prediction
ML_Porto_Seguro_Prediction PublicModular, production style project for the Porto Seguro's Safe Driver Prediction dataset. Contains EDA, notebooks, figures, training scripts and final artifacts.
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