PinnedMike ChaykowskyinTowards Data ScienceSampling Large Graphs in PyTorch GeometricGraph Deep Learning techniques on large graphsOct 12, 2020Oct 12, 2020
Mike ChaykowskyinTowards Data ScienceAdversarial Eyeglasses to Trick Facial RecognitionMethod for developing adversarial eyeglass frames to trick facial recognition — with code implementation in PyTorchFeb 3, 2021Feb 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.Jun 15, 2020Jun 15, 2020
Mike ChaykowskyGenerate Faces that Trick Facial Recognition with GANs in PyTorchTrain GAN with two loss functions simultaneously for adversarial example generationApr 14, 20201Apr 14, 20201
Mike ChaykowskyinTowards Data ScienceFinetune a Facial Recognition Classifier to Recognize your Face using PyTorchTricking facial recognition systems using adversarial attacks with GANs.Apr 11, 20205Apr 11, 20205
Mike ChaykowskyinTowards Data ScienceDeep Learning on Dataframes with PyTorchSimple and easy to adapt framework for training a PyTorch model on dataframesOct 19, 2019Oct 19, 2019
Mike ChaykowskyinTowards Data ScienceAutonomous Truck Simulator with PyTorchFinetuning pretrained models in PyTorch and custom architectures for bounding box + class predictionsOct 9, 20191Oct 9, 20191
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…Mar 29, 2019Mar 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…Mar 29, 2019Mar 29, 2019
Mike ChaykowskyinDataDrivenInvestorHow I developed an in-game self-driving vehicle using fast.ai and American Truck SimulatorFull code walk-throughJan 23, 2019Jan 23, 2019