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adventofcode2020

aime_pdf_downloader

Scraper to download past AIMEs (1985-2014) from Art of Problem Solving (AoPS).

certificates

Archive of certificates from MOOCs

channel_pruning_lasso

channel pruning for accelerating very deep neural networks

chatgpt-prompt-engineering

Jupyter code notebooks of "ChatGPT Prompt Engineering for Developers" by DeepLearning.AI and OpenAI.

codeforces

Programs from Codeforces competitions and practice.

cv

Labs from the Computer Vision course taught in C++ at TJHSST.

decisiontree_implementation

Python implementation of a decision tree from scratch. Uses Shannon entropy as impurity measure.

git-practice

githubgraduation-2021

Join the GitHub Graduation Yearbook and "walk the stage" on June 5.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

isic_skin_lesion_detection

Classification of various skin lesions using CNNs in Keras. Utilizes transfer learning by building on top of well-known neural networks including DenseNet, InceptionResNet, and VGG19.

kaggle_datasets

My notebooks for various Kaggle Datasets

kmeans_posterization

Using k-means unsupervised algorithm to posterize images. (Used to generate GitHub profile picture)

nasa_internship_2020

Project: Machine Learning for Precipitation Classification using Synthesized Passive Microwave Data

parallel

Labs from Parallel Computing course taught in C at TJHSST

tennis_head_to_head-webscaper

Simple scraper to get head-to-head info from ATP website using BeautifulSoup API.

usaco_practice

Compilation of programs written in preparation for USACO.

website