chrismbryant Goto Github PK

amazon-confidence-interval

A browser extension which adds Bayesian visualizations to Amazon ratings.

anchor-vector-optimization

A different approach to machine learning and classification through archetype comparison.

arxiv-structure

Can we easily reveal some underlying structure in the relationships between academic paper abstracts using a combination of Truncated SVD and t-SNE?

backpropagation

My derivation of the backpropagation algorithm used in deep neural networks.

binary-classification-playground

Interactively visualize the misclassification cost of a toy binary classification model.

classification-curves

electricity-analysis

A brief graphical analysis of our household power consumption, as measured by Southern California Edison.

euler-spiral

A peculiar curve emerges when we consider a seemingly simple physical situation.

fandango-seating-scraper

feature-grid-viz

fez-puzzle-solving

Some Python scripts to help decipher text in the game "Fez".

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

imbalanced-data-classification

Developing techniques to approach classification of imbalanced datasets, especially in the case of small datasets and datasets where labels have been disproportionately lost due to class-specific difficulties in identifying ground truth.

opendata500

Open Data 500

optuna

A hyperparameter optimization framework

s3-go

Enter an S3 path. Go to the S3 URL. https://chrismbryant.github.io/s3-go

tensorflow

Computation using data flow graphs for scalable machine learning

track-matte

twitter-eclipse-tracker

Twitter data, when analyzed with Python and visualized with JavaScript, reveals the path and progression of "The Great American Eclipse" of 2017.

umap

Uniform Manifold Approximation and Projection

webdataset

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.