Evgeniya MaenkovaOnce again about ROC AUC…Dear friends, there is yet another post in the Internet about ROC_AUC. If you read a lot of times about ROC_AUC and still understand…3 min read·Sep 23, 2021----
Evgeniya MaenkovaAbout model evaluation, selection and algorithm selectionmy abstract of “Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning” by S.Raschka7 min read·Sep 13, 2021----
Evgeniya MaenkovaVariance decomposition (between group component and within group component)Decompositions of sum of squares and degree of freedom2 min read·Aug 30, 2021----
Evgeniya MaenkovaAudio tagging with SED (based on PANN’s Cnn14_DecisionLevelAtt)Recently I found out about useful architecture for audio tagging task (i.e predicting the presence or absense of audio tags in an audio…3 min read·Feb 22, 2021----
Evgeniya MaenkovaMixup on tabular dataIn this post I write about my successful experience on mixup applying on tabular data and mention several pitfalls.3 min read·Dec 4, 2020----
Evgeniya MaenkovainWhat do words ResNet, DenseNet, EfficientNet and SEResNext mean?What do words ResNet, DenseNet, EfficientNet and SeResNext mean?There was an item in my TODO list after Kaggle’s Bengali competition — to understand what these words mean as the winners were actively…4 min read·May 7, 2020----
Evgeniya MaenkovainA simple story about fine tuningA short story about fine tuningor should freezing some part of the network speed up training process or not?2 min read·Apr 2, 2020----
Evgeniya MaenkovainHow to visualize your Pytorch model in TensorBoardHow to visualize your Pytorch model in TensorBoardHow can we visualize our model except paper and pen? Of course, I heard about TensorBoard, but TensorBoard is something about TensorFlow…3 min read·Nov 13, 2019----