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bayes_tutorial_2019

Introductory overview of Bayesian inference

bayesian_notes

bayesseminar

Bayesian statistics seminars

bda_py_demos

Bayesian Data Analysis demos for Python

bios8366

Advanced Statistical Computing at Vanderbilt University's Department of Biostatistics

bitcoin-s

Bitcoin Implementation in Scala

canvas

causal_inference_python_code

Python code for part 2 of the book Causal Inference, by Miguel Hernán and James Robins

computational-probability

Python coding exercises/projects for computational probability and inference

contextual-bandit-news-article-recommendation

Predict and recommend the news articles, user is most likely to click in real time.

contextualbandits

Python implementations of contextual bandits algorithms

coursera-ml-solutions

Solutions to Machine Learning courses from the University of Washington through Coursera

csci_e_82a_probabalistic_programming

d2l-en

Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook. With code, math, and discussions.

dask-tutorial-odsc-2018

datascienceprojects

Sample data science projects (machine learning, optimization, business intelligence)

dawp

Derivatives Analytics with Python (Wiley Finance)

dbda-python

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

docker-elk

The Elastic stack (ELK) powered by Docker and Compose.

driving_fatalities

Case study in state fatality rates using partial pooling with PyMC3

dse210x-statistics-and-probability-in-data-science-using-python

UCSanDiegoX edX Course DSE210x Statistics and Probability in Data Science using Python

ecdouyin

epl

Hierarchical Bayesian Modeling of English Premier League

es4kafka

Event driven/event sourcing microservice example written with Scala and Kafka Streams

example-models

Example models for Stan

files-for-you

finance_ml

Advances in Financial Machine Learning

flink-statefun4s

Flink Statefun SDK for Scala with Cats

gaussian-process

A demonstration of basic Gaussian Process behaviour.

gpss18

Gaussian Process and Uncertainty Quantification Summer School 2018