jakee417

LS-SSDD-v1.0-ShipDetectionComputerVision

Small Vessel Detection from Synthetic Aperture Radar (SAR) Imagery using Deep Learning

jakee417.github.io

Jake's Blog

Kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

Pi-kalman

kalman filter for the raspberry pi

Pi-Train-Switching

Control Lionel Train Switches with Python and Flask

bayesian-opt

beanmachine

A library that allows for inference on probabilistic models

Data_Challenge

Stanford's Stats 315a Data Challenge in R, Winter 2019

deepar

Tensorflow implementation of Amazon DeepAR

docker-pi-hole

Pi-hole in a docker container

KD-Trees

Stanford's CS106b Final Project written in Stanford's C++ library

model-zoo

Please do not feed the models

ProbabilisticForecasting

Project for Applied Bayesian Statistics

mortgage_forecast

NAB

The Numenta Anomaly Benchmark

pgmpy

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

Pico-Train-Switching

Rail Yard server from a Raspberry Pi Pico W

private-pgm

An implementation of the tools described in the paper entitled "Graphical-model based estimation and inference for differential privacy"

probability-1

Probabilistic reasoning and statistical analysis in TensorFlow

rent_vs_buy_flutter

Stats207

Stanford's Time Series Analysis Course, Spring 2020

Stats271

Applied Bayesian Statistics

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

tripleASavedGames

vision_AQI_prediction

Code for the paper "Vision-Based Approaches to Air Quality Prediction"