Mike Chaykowsky – Medium

Mike Chaykowsky

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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

6 min readOct 12, 2020

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Sampling Large Graphs in PyTorch Geometric

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Mike Chaykowsky
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

5 min readFeb 3, 2021

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Adversarial Eyeglasses to Trick Facial Recognition

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Mike Chaykowsky
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.

6 min readJun 15, 2020

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AI Lesson for Teachers, Teens, and Everyone In Between

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Mike Chaykowsky

Generate Faces that Trick Facial Recognition with GANs in PyTorch

Train GAN with two loss functions simultaneously for adversarial example generation

7 min readApr 14, 2020

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Generate Faces that Trick Facial Recognition with GANs in PyTorch

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Mike Chaykowsky
in
Towards Data Science

Finetune a Facial Recognition Classifier to Recognize your Face using PyTorch

Tricking facial recognition systems using adversarial attacks with GANs.

8 min readApr 11, 2020

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Finetune a Facial Recognition Classifier to Recognize your Face using PyTorch

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Mike Chaykowsky
in
Towards Data Science

Deep Learning on Dataframes with PyTorch

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

9 min readOct 19, 2019

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Deep Learning on Dataframes with PyTorch

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Mike Chaykowsky
in
Towards Data Science

Autonomous Truck Simulator with PyTorch

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

9 min readOct 9, 2019

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Autonomous Truck Simulator with PyTorch

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Mike Chaykowsky

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…

5 min readMar 29, 2019

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Simulating gene sequence analysis with Hidden Markov Models

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Mike Chaykowsky

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…

14 min readMar 29, 2019

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

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Mike Chaykowsky
in
DataDrivenInvestor

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

Full code walk-through

17 min readJan 23, 2019

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

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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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