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Mike Chaykowsky

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Towards Data Science

Sampling Large Graphs in PyTorch Geometric

Graph Deep Learning techniques on large graphs

Oct 12, 2020

Sampling Large Graphs in PyTorch Geometric

Oct 12, 2020

Published in
Towards Data Science

Adversarial Eyeglasses to Trick Facial Recognition

Method for developing adversarial eyeglass frames to trick facial recognition — with code implementation in PyTorch

Feb 3, 2021

Adversarial Eyeglasses to Trick Facial Recognition

Feb 3, 2021

Published in
Towards Data Science

AI Lesson for Teachers, Teens, and Everyone In Between

A high-level walkthrough of AI concepts and training algorithm with examples.

Jun 15, 2020

AI Lesson for Teachers, Teens, and Everyone In Between

Jun 15, 2020

Generate Faces that Trick Facial Recognition with GANs in PyTorch

Train GAN with two loss functions simultaneously for adversarial example generation

Apr 14, 2020

Generate Faces that Trick Facial Recognition with GANs in PyTorch

Apr 14, 2020

Published in
Towards Data Science

Finetune a Facial Recognition Classifier to Recognize your Face using PyTorch

Tricking facial recognition systems using adversarial attacks with GANs.

Apr 11, 2020

Finetune a Facial Recognition Classifier to Recognize your Face using PyTorch

Apr 11, 2020

Published in
Towards Data Science

Deep Learning on Dataframes with PyTorch

Simple and easy to adapt framework for training a PyTorch model on dataframes

Oct 19, 2019

Deep Learning on Dataframes with PyTorch

Oct 19, 2019

Published in
Towards Data Science

Autonomous Truck Simulator with PyTorch

Finetuning pretrained models in PyTorch and custom architectures for bounding box + class predictions

Oct 9, 2019

Autonomous Truck Simulator with PyTorch

Oct 9, 2019

Simulating gene sequence analysis with Hidden Markov Models

For 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, 2019

Simulating gene sequence analysis with Hidden Markov Models

Mar 29, 2019

Productionalize analytics Flask app with Docker, AWS, and Google API

Hopefully 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, 2019

Productionalize analytics Flask app with Docker, AWS, and Google API

Mar 29, 2019

Published in
DataDrivenInvestor

How I developed an in-game self-driving vehicle using fast.ai and American Truck Simulator

Full code walk-through

Jan 23, 2019

How I developed an in-game self-driving vehicle using fast.ai and American Truck Simulator

Jan 23, 2019

Mike Chaykowsky

Mike Chaykowsky

Data Scientist at Rivian. x- RAND Researcher. Based out of Los Angeles. @ChaykowskyMike linkedin.com/in/chaykowsky

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