bllguo Goto Github PK

anime_dataviz

babtest

Python package for Bayesian Tests / AB Testing

bllguo.github.io

Build a Jekyll blog in minutes, without touching the command line.

course-v3

The 3rd edition of course.fast.ai

courses

fast.ai Courses

cs231n

assignments cs231n

cs410-tech-review

Technology Review

future_sales

hospital-readmission

Project for UPenn STAT 471 - Modern Data Mining.

httrees

introtojulia

A Deep Introduction to Julia for Data Science and Scientific Computing

juliaboxtutorials

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

kobe-shot-prediction

Final project for UPenn STAT 471 - Modern Data Mining.

ksi

Reimplementation of Knowledge-Source Integration framework

machine-learning-notes

Assignments from Coursera's Machine Learning course taught by Prof. Andrew Ng.

ml-algorithms

toy implementations of ML algorithms in Python, for practice

mlcourse.ai

Open Machine Learning Course

police-brutality-analysis

Probabilistic analysis of police brutality across the United States. Project for UPenn STAT 476 - Probability Models.

radiohead-sales-analysis

Probabilistic analysis of sales of Radiohead's album, The Bends. Project for UPenn STAT 476 - Probability Models.

rpi_tracking

Object/motion detection + tracking with Raspberry Pi

stat-431-projects

Projects for UPenn STAT 431 - Statistical Inference