Nico Hambauer (NicoHambauer)

NicoHambauer

Geek Repo

Company:@whiteboxai

Location:Regensburg

Home Page:whitebox-ai.rw.fau.de

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Organizations
FAU-Intelligent-Information-Systems
whiteboxai

Nico Hambauer's starred repositories

nvm

Node Version Manager - POSIX-compliant bash script to manage multiple active node.js versions

alt-tab-macos

Windows alt-tab on macOS

Language:SwiftLicense:GPL-3.0Stargazers:10271Issues:44Issues:3178

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Language:PythonLicense:Apache-2.0Stargazers:7938Issues:192Issues:2293

dtreeviz

A python library for decision tree visualization and model interpretation.

Language:Jupyter NotebookLicense:MITStargazers:2899Issues:46Issues:203

tabnet

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

Language:PythonLicense:MITStargazers:2564Issues:38Issues:303

Idris2

A purely functional programming language with first class types

Language:IdrisLicense:NOASSERTIONStargazers:2476Issues:65Issues:1179

disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representations.

Language:PythonLicense:Apache-2.0Stargazers:1365Issues:34Issues:27

DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

Language:PythonLicense:MITStargazers:1321Issues:18Issues:166

awesome-imbalanced-learning

😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切:论文、代码、框架与库

deutschland

Die wichtigsten APIs Deutschlands in einem Python Paket.

Language:HTMLLicense:Apache-2.0Stargazers:1154Issues:34Issues:59

awesome-llm-interpretability

A curated list of Large Language Model (LLM) Interpretability resources.

Wuerstchen

Official implementation of Würstchen: Efficient Pretraining of Text-to-Image Models

Language:Jupyter NotebookLicense:MITStargazers:516Issues:23Issues:22

compose

A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning.

Language:PythonLicense:BSD-3-ClauseStargazers:486Issues:28Issues:118

ChatGPT-Simple

Build a simple locally hosted version of ChatGPT in less than 100 lines of code

Language:HTMLLicense:MITStargazers:366Issues:7Issues:2

ebm_code_release

Code for Implicit Generation and Generalization with Energy Based Models

qolmat

A scikit-learn-compatible module for comparing imputation methods.

Language:PythonLicense:BSD-3-ClauseStargazers:134Issues:3Issues:6

gam-changer

Editing machine learning models to reflect human knowledge and values

Language:JavaScriptLicense:MITStargazers:117Issues:8Issues:14

mle-logging

Lightweight ML Experiment Logging 📖

Language:PythonLicense:MITStargazers:78Issues:1Issues:10

gammy

:octopus: Generalized additive models in Python with a Bayesian twist

Language:PythonLicense:MITStargazers:75Issues:2Issues:4

amos-course

A course on agile methods and open source

GamiNet

GAMI-Net: Generalized Additive Models with Structured Interactions

Language:PythonLicense:GPL-3.0Stargazers:29Issues:2Issues:0
Language:PythonLicense:MITStargazers:12Issues:3Issues:12

GAMs_models

Multiple Generalized Additive Models implemented in Python (EBM, XGB, Spline, FLAM).

Language:Jupyter NotebookStargazers:6Issues:2Issues:0

lrtree

Logistic regression trees

Language:PythonLicense:GPL-3.0Stargazers:3Issues:2Issues:1

DataGenerator

Simple Project for fast and easy generation of custom synthetic tabular data.

Language:PythonStargazers:3Issues:0Issues:0
License:CC-BY-4.0Stargazers:2Issues:1Issues:0

rust-marco-polo

A basic tutorial for rust introduction.

Language:ShellLicense:MITStargazers:1Issues:0Issues:0