arose13

rosey

Data science utilities for statistics and machine learning

GMEM

Generalised Mixed Effects Model. Now any machine learning model can have random effects.

PliableLasso

Python implementation of the pliable lasso

Notebooks

Just some public notebooks

rosey-graph

Cute graphing library

rosey-power

Finally, Easy and simple power analysis

pyGAM

[HELP REQUESTED] Generalized Additive Models in Python

PyLasso

An implementation of Lasso where each parameter penalty can be adjusted.

arose13.github.io

bayesian-torch

A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

brent

bayesian graphical modelling and a bit of do-calculus for discrete data.

causalgraphicalmodels

Causal Graphical Models in Python

ConcreteDropout

PyTorch implementation of 'Concrete Dropout'

DeleteMeBlog

delete me now!

dragonnet

EconML

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

lightning

Large-scale linear classification, regression and ranking in Python

LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

maptree

Update to modern SKLearn

merf

Mixed Effects Random Forest

MMMM

The thinker or something like that 'Modular Multi Modal Model'

NLPWithTransformersNotebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

PoetryAndMakefileExample

qlora

QLoRA: Efficient Finetuning of Quantized LLMs

rosey-deprecated

rosey-keras

Utilities for Tensorflow Keras

rosey-sim

little package for very basic sensitivity analysis

rosey-stats

seaborn

Statistical data visualization using matplotlib

tensorflow

An Open Source Machine Learning Framework for Everyone