Stars
Analysis and documentation for DEq, a draft equity metric for Magic: the Gathering draft
Developing machine learning based tools for drafting. Based on data from 17lands.
Summon extensible, optimized analysis of 17Lands public datasets to the battlefield using Polars
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
Code and explanation for IEEE CoG paper "Predicting Human Card Selection in Magic: The Gathering with Contextual Preference Ranking"
Siamese and triplet networks with online pair/triplet mining in PyTorch
An efficient video loader for deep learning with smart shuffling that's super easy to digest
A Python SDK for interacting with quantum devices on Amazon Braket
scikit-learn: machine learning in Python
Collection of tools and code examples to demonstrate best practices in using Amazon EC2 Spot Instances.
Object detection, 3D detection, and pose estimation using center point detection:
A PyTorch implementation of EfficientNet
An official PyTorch implementation of “Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation” (NeurIPS 2019) by Risto Vuorio*, Shao-Hua Sun*, Hexiang Hu, and Joseph J. Lim
Tutorial on experimental ML with HoloViews and PyTorch
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Run MapReduce jobs on Hadoop or Amazon Web Services
Machine learning tools for development of draftsim bots.
Personal and Professional Website
All Algorithms implemented in Python
A Simple and Versatile Framework for Object Detection and Instance Recognition
Caltech Introduction to Programming for the Biological Science Bootcamp
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Unofficial implemention of lanenet model for real time lane detection
IPython magic command to format python code in cell using black.
Models and examples built with TensorFlow