Pinned Repositories
adventofcode2020
AIME_PDF_downloader
Scraper to download past AIMEs (1985-2014) from Art of Problem Solving (AoPS).
Certificates
Archive of certificates from MOOCs
Codeforces
Programs from Codeforces competitions and practice.
cv
Labs from the Computer Vision course taught in C++ at TJHSST.
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.
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
USACO_Practice
Compilation of programs written in preparation for USACO.
SD325's Repositories
SD325/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.
SD325/Codeforces
Programs from Codeforces competitions and practice.
SD325/NASA_Internship_2020
Project: Machine Learning for Precipitation Classification using Synthesized Passive Microwave Data
SD325/parallel
Labs from Parallel Computing course taught in C at TJHSST
SD325/adventofcode2020
SD325/AIME_PDF_downloader
Scraper to download past AIMEs (1985-2014) from Art of Problem Solving (AoPS).
SD325/Certificates
Archive of certificates from MOOCs
SD325/cv
Labs from the Computer Vision course taught in C++ at TJHSST.
SD325/KMeans_Posterization
Using k-means unsupervised algorithm to posterize images. (Used to generate GitHub profile picture)
SD325/USACO_Practice
Compilation of programs written in preparation for USACO.
SD325/channel_pruning_lasso
channel pruning for accelerating very deep neural networks
SD325/chatgpt-prompt-engineering
Jupyter code notebooks of "ChatGPT Prompt Engineering for Developers" by DeepLearning.AI and OpenAI.
SD325/DecisionTree_Implementation
Python implementation of a decision tree from scratch. Uses Shannon entropy as impurity measure.
SD325/git-practice
SD325/GitHubGraduation-2021
Join the GitHub Graduation Yearbook and "walk the stage" on June 5.
SD325/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.
SD325/introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
SD325/Kaggle_Datasets
My notebooks for various Kaggle Datasets
SD325/SD325.github.io
SD325/Tennis_Head_to_Head-WebScaper
Simple scraper to get head-to-head info from ATP website using BeautifulSoup API.
SD325/website