Igor KuznetsovinTowards Data ScienceMetrics for Imbalanced ClassificationThe notion of metrics in Data Science is extremely important. If you don’t know how to estimate current results properly, you are unable…May 9, 20194May 9, 20194
Igor KuznetsovVAE Careful WalkthroughVariational Auto Encoder (VAE) is one of the most famous and ground model in generative modeling. In this post I’ll go through math behind…May 8, 20191May 8, 20191
Igor KuznetsovImage Augmentation in Numpy. The spell is simple but quite unbreakable.The story will discuss implementation of techniques of image augmentation using NumPy library for the purpose of dataset extending. I’ll…Apr 29, 20194Apr 29, 20194
Igor KuznetsovSetting up Linux machine with Unity ML-agents from scratchThis story will be about setting up your linux machine for running RL experiments with ML-Agents Unity library. The description of the…Apr 27, 2019Apr 27, 2019