Pinned Repositories
100-pandas-puzzles
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
aerosol_optics_ml
Code for: "Emulating Aerosol Optics with Randomly Generated Neural Networks." by Geiss, A., Ma, P-L, Singh, B., and Hardin, J. C., (2022)
AIforEarth-API-Platform
The AI for Earth API Platform is a distributed infrastructure designed to provide a secure, scalable, and customizable API hosting, designed to handle the needs of long-running/asynchronous machine learning model inference. It is to be used with the AI For Earth API Framework (https://github.com/microsoft/AIforEarth-API-Development).
Amazing-Feature-Engineering
Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
applying-gradient-descent-data-science-intro-000
ARSET_ML_Fundamentals
Repository for Jupyter Notebook examples associated with the NASA ARSET Training, "Fundamentals of Machine Learning for Earth Science"
Practical-Time-Series-In-Python
Practical guidance for time series analysis in Python
RockPaperScissorsCNN
A CNN trained on rock-paper-scissors images, with notebooks to test it, edit and add new dataset images
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