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Annalyn Ng's Projects

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

atsumaru icon atsumaru

Duolingo-style Japanese Practice app fetches, tokenizes, and translates the latest batch of 3x news articles every weekday for practice. Historical articles are not accessible. AWS is used as the backend.

cuttlefish icon cuttlefish

Cuttlefish packs your rectangles in the order of decresing height, weight, and then area. Hence, it works best when your rectangles have similar heights. This is simply a shortcut to solve the 2D packing problem (or, if you've unlimited fabric height, a strip packing problem). Use for bulk sewing of masks.

em-simulation icon em-simulation

R simulation of the expectation–maximization (EM) algorithm for k-means clustering. Plots each iterative step until convergence.

picture-equivalence-check icon picture-equivalence-check

Super hacked script to check if 2 series of pictures are equivalent. A friend needed to see if 2 long decks of powerpoint slides were the same, and if not, which slides differed.

seclists icon seclists

SecLists is the security tester's companion. It's a collection of multiple types of lists used during security assessments, collected in one place. List types include usernames, passwords, URLs, sensitive data patterns, fuzzing payloads, web shells, and many more.

yolov5 icon yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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