Projects in Awesome Lists by aastopher
A curated list of projects in awesome lists by aastopher .
https://github.com/aastopher/sutools
su (Super User) tools - per module utilities, designed to be lightweight, easy to configure, and reduce boilerplate code.
argparse boilerplate cli logging python toolset
Last synced: 05 Mar 2025
https://github.com/aastopher/imgdd
Performance-first perceptual hashing library; perfect for handling large datasets. Designed to quickly process nested folder structures, commonly found in image datasets.
discrete-cosine-transform haar-wavelet-tranforms hashing image-hashing image-hashing-algorithms mathematics perceptual-hashing
Last synced: 20 Jun 2025
https://github.com/aastopher/stack
Stack is designed to stack functions into a register, the registered stack is designed to be consumed by a stack of modular utilities.
agent argparse cli perf-timer python rich threading
Last synced: 05 Mar 2025
https://github.com/aastopher/io_bench
IO Bench is a library designed to benchmark the performance of standard flat file formats and partitioning schemes.
arrow avro benchmark benchmarking feather parquet performance polars utils
Last synced: 24 Jan 2026
https://github.com/aastopher/stakk
Register functions to a stack, each stack can be linked to modular utilities. The stack pattern is intended to facilitate a lower barrier for entry to configure command line interfaces, benchmark tasks, and interact with threaded agents.
agent benchmark cli performance-counter threading utils worker
Last synced: 05 Mar 2025
https://github.com/aastopher/progressive_gan
NVIDIA's Progressive GAN, implemented in PyTorch
deep-learning gan generative-model machine-learning progressive-gan
Last synced: 01 Jul 2025
https://github.com/aastopher/mlea
support files for Intro to Databases with a Data Engineer
Last synced: 10 Jan 2026
https://github.com/aastopher/w_rights_app
Web App for displaying Women's Rights choropleth data
bootstrap dash herokuapp plotly-dash python3
Last synced: 05 Mar 2025
https://github.com/aastopher/mma_outcome
Simple exploratory analysis of UFC Fights and Vegas fight odds from 1993 to 2021
data-analysis data-visualization
Last synced: 05 Mar 2025
https://github.com/aastopher/nn_shap_exploration
Exploration of SHAP visualisations with Keras Multi Layered Perceptron (MLP), Classifiers, and Regresors using seaborn datasets.
keras keras-tensorflow mlp mlp-classifier mlp-regressor nueral-networks sequential-models shap
Last synced: 05 Mar 2025
https://github.com/aastopher/intelligent_asynchronous_web_scraper
Intelligent Asynchronous Web-Scraper which will collect completed UFC events and related match data from ufcstats.com
Last synced: 11 Aug 2025
https://github.com/aastopher/league_of_legends_xgboost
XGBoost Model: Ranked LoL data (2017) - subset for exploration
classification-model data-science decision-tree-classifier gradient-boosting league-of-legends machine-learning r xgboost
Last synced: 02 Dec 2025
https://github.com/aastopher/potato_gan
Potato Generating DCGAN - a deep dive into GAN basics
deep-learning gan gans generative-adversarial-network pytorch
Last synced: 25 Oct 2025
https://github.com/aastopher/notapotato
Web app for image generation using Potato_GAN
Last synced: 08 Oct 2025
https://github.com/aastopher/garbage_classification_pytorch
ResNet Comparison for Garbage Image Classification with PyTorch - models trained on GPU, then pickled for analysis on CPU
ann classification image-classification jupyter-notebook pytorch resnet resnet-101 resnet-152 resnet-18 resnet-34 resnet-50 torchvision
Last synced: 09 Oct 2025
https://github.com/aastopher/pinwheel
Pinwheel is a simple Rust application. Designed to help randomly select from a set of quotes.
clipboard csv desktop-application freya rust
Last synced: 20 Oct 2025
https://github.com/aastopher/pymssql_cron_bootstrap
Bootstrap project for creating mssql reporting automations with cron service
boilerplate boot cron cronjob-scheduler pymssql reporting-tool template
Last synced: 05 Mar 2025
https://github.com/aastopher/deeplogger
A lightweight logging library designed for easy granular logging for your modules
Last synced: 20 Jul 2025