oskar75 Goto Github PK

apes

APES - Advice for Problems in Environmental Statistics

bda_course_aalto

Bayesian Data Analysis course at Aalto

blog

I often post solutions to textbook exercises, including: Bayesian Data Analysis (BDA) by Gelman et al; Causal Inference in Statistics Primer (CISP) by Pearl et al; Purely Functional Data Structures (PFDS) by Okasaki.

causal-book-code

causal_salad_2021

One day course on causal inference, MPI-EVA 9 September 2021

causing

Causing: CAUsal INterpretation using Graphs

cd0025-supervised-learning

Project code for cd0025 Supervised Learning

cpp_liste

All that has to do with lists in the CPP course

data-analysis

Simpsons-Paradox_towardsdatascience-Koehrsen

databook_python

IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by J. Nathan Kutz and Steven L. Brunton

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-learning-without-weight-transport

Deep Learning without Weight Transport

dl_book

legend

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

dsnd_term1

Contains files related to content and project of DSND

fastbook

The fastai book, published as Jupyter Notebooks

liste_klasse

pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

python_kurs

quantumimageclassification

Final project for CS269Q at Stanford. Classical + Quantum hybrid image classifier

rethinking

Statistical Rethinking course and book package

rethinking-tensorflow-probability

Statistical Rethinking (2nd Ed) with Tensorflow Probability

statrethinking_winter2019

Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019

sympy-jupiter-calculus

test_1

test No1