Brandon Duderstadt's repositories
GMM_from_scratch
The EM algorithm for GMM
adaboost_from_scratch
An implementation of adaboost in Python using only numpy. Made for educational purposes.
binary-nn-pytorch
A repository implementing and testing binary neural networks. Based on https://arxiv.org/abs/1602.02830
Assumptions
This repository presents a series of cases demonstrating that implicit assumptions can cause statistical analysis to be very misleading
atmosphere
A framework for distributed grid simulations
pmCalibrate
pmCalibrate is an open source API for calculating the offset of a wrist mounted camera from the end effector of a robot. The method used is the Park and Martin method found here http://ieeexplore.ieee.org/document/326576/
trunk_1979
A repository exploring the phenomenon of "drowning in dimensions" as described in Trunk 1979 (https://ieeexplore.ieee.org/document/4766926/)
bstadt.com
Open Source for my Personal Website. Built for educational purposes. Current build is live at:
langchain
⚡ Building applications with LLMs through composability ⚡
time_series
Playing with Time Series