kmeeker

pymc-examples

Examples of PyMC models, including a library of Jupyter notebooks.

Expectation-Maximisation

probabilistic-programming

Experimenting with and teaching probabilistic programming

probability

Probabilistic reasoning and statistical analysis in TensorFlow

scikits-bootstrap

Python/numpy bootstrap confidence interval estimation.

setup.py

📦 A Human's Ultimate Guide to setup.py.

abda

Code and supplementary material for "Automatic Bayesian Density Analysis", AAAI 19

Denoise-Signal-Autoencoder

Introductory tutorial to denoise signal with Autoencoder.

queso

QUESO is a C++ library for doing uncertainty quantification. QUESO stands for Quantification of Uncertainty for Estimation, Simulation and Optimization.

DiffEqDocs.jl

Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem

universal_differential_equations

Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high performance SciML

torchdyn

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

torchdiffeq

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

Statistics

Statistic datasets and experiments

skpr

Generates and evaluates D, I, A, Alias, E, T, G, and custom optimal designs. Supports generation and evaluation of mixture and split/split-split/N-split plot designs. Includes parametric and Monte Carlo power evaluation functions. Provides a framework to evaluate power using functions provided in other packages or written by the user.

ols.jl

Julia type for multiple (multivariate) regression using OLS. Performs least squared regression on linear equations of multiple independent variables

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

text2vec

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

BattleBot-Control

Cardboard BattleBots control firmware for ESP8266 module

fcrimins.github.io

mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

Apollo-11

Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

pdffiller

Take an existing PDF Form and data and PDF Filler will create a new PDF with all given fields populated.

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

TimelineJS3

TimelineJS v3: A Storytelling Timeline built in JavaScript. http://timeline.knightlab.com

slidify

Generate reproducible html5 slides from R markdown

slidifyLibraries

This R package contains all external libraries required by slidify

slopegraph

Edward Tufte-Inspired Slopegraphs

datasharing

The Leek group guide to data sharing

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1