Brandon Rohrer

academic_advisory. Collected opinions and advice for academic programs focused on data science skills.

sharpened-cosine-similarity. An alternative to convolution in neural networks

robot-brain-project. a general purpose learning agent

brohrer.github.io. Public web page for brohrer

cottonwood. A flexible neural network framework for running experiments and trying ideas.

pacemaker. For controlling time per iteration loop in Python.

public-hosting. A place to publically host files I need a URL for.

parameter_efficiency_leaderboard. The most parameter efficient machine learning models on a few popular benchmarks

publications. Posts, presentations and papers I've written.

how-to-train-your-robot. Content, code, and resources for the book How to Train Your Robot.

taming_matplotlib. Tutorials for getting the most out of Matplotlib

nn_framework. A simple neural network framework

how_optimization_works. Python

cottonwood_martian_images. Autoencoder-based image compression using pictures of the surface of Mars.

byo_decision_tree. Code and data to accompany the Udemy course End-to-end data science: decision trees

sqlogging. Sqlite3-based logging for Python

what_nns_learn. Simulations to illustrate what neural networks learn.

scs-gallery. Some examples of sharpened cosine similarity in working neural networks.

lodgepole. Image and video processing toolbox

how_modeling_works. Python

autoencoder_visualization. Custom visualization of a deep autoencoder neural network using Matplotlib.

nn_optimization. A neural network framwork for demonstrating hyperparameter optimization

dsmq. Python

ziptie. Python

build_your_own. A collection of "build your own" projects.

becca_test. A suite of test worlds for BECCA.

AI-Vengers. Jupyter Notebook

httyr-tools. A junk drawer of snippets and utilities to accompany How to Train Your Robot code

ab-test-peeking. Python

e2eml.school. HTML

robot-training-game. Python

becca_viz. Visualization tools for becca

becca_toolbox. A collection of tools for use with Becca

many-to-many-dijkstra. A predictive model developed to identify medium-voltage electrical distribution grid infrastructure using publicly available data sources.

byo_dog_breed_sizer. An end-to-end machine learning project to build a tool that chooses dog breeds based on their size and build

ponderosa. A hyperparameter optimization tool

cartographer-paper. TeX

f1db. Open Source Formula 1 Database

all-positive-integers-in-ascending-order. A list of all positive integers in ascending order (incomplete)

ziptie-paper. A white paper describing the Ziptie algorithm, and all the files needed to render it in LaTeX

study-mr-frog.

online-normalization. Online Normalization for Training Neural Networks (Companion Repository)

cartographer. Python

tyr.fyi. Website for tyr.fyi domain