PinnedMike ChaykowskyinTowards Data ScienceSampling Large Graphs in PyTorch GeometricGraph Deep Learning techniques on large graphs·6 min read·Oct 12, 2020----
Mike ChaykowskyinTowards Data ScienceAdversarial Eyeglasses to Trick Facial RecognitionMethod for developing adversarial eyeglass frames to trick facial recognition — with code implementation in PyTorch·5 min read·Feb 3, 2021----
Mike ChaykowskyinTowards Data ScienceAI Lesson for Teachers, Teens, and Everyone In BetweenA high-level walkthrough of AI concepts and training algorithm with examples.·6 min read·Jun 15, 2020----
Mike ChaykowskyGenerate Faces that Trick Facial Recognition with GANs in PyTorchTrain GAN with two loss functions simultaneously for adversarial example generation·7 min read·Apr 14, 2020--1--1
Mike ChaykowskyinTowards Data ScienceFinetune a Facial Recognition Classifier to Recognize your Face using PyTorchTricking facial recognition systems using adversarial attacks with GANs.·8 min read·Apr 11, 2020--5--5
Mike ChaykowskyinTowards Data ScienceDeep Learning on Dataframes with PyTorchSimple and easy to adapt framework for training a PyTorch model on dataframes·9 min read·Oct 19, 2019----
Mike ChaykowskyinTowards Data ScienceAutonomous Truck Simulator with PyTorchFinetuning pretrained models in PyTorch and custom architectures for bounding box + class predictions·9 min read·Oct 9, 2019--1--1
Mike ChaykowskySimulating gene sequence analysis with Hidden Markov ModelsFor some reason I had an inkling to go back to HMMs recently and here was the result. I started with this article from Nature by Sean R…5 min read·Mar 29, 2019----
Mike ChaykowskyProductionalize analytics Flask app with Docker, AWS, and Google APIHopefully this can be useful to anyone looking to host a Flask app on AWS with Docker, but more specifically this will deal with many of…·14 min read·Mar 29, 2019----
Mike ChaykowskyinDataDrivenInvestorHow I developed an in-game self-driving vehicle using fast.ai and American Truck SimulatorFull code walk-through17 min read·Jan 23, 2019----