nikikilbertus Goto Github PK
Name: Niki Kilbertus
Type: User
Company: TUM, Helmholtz AI
Bio: • Professor at Technical University of Munich • Group Leader at Helmholtz AI
Blog: nikikilbertus.info
Name: Niki Kilbertus
Type: User
Company: TUM, Helmholtz AI
Bio: • Professor at Technical University of Munich • Group Leader at Helmholtz AI
Blog: nikikilbertus.info
Awesome Public Datasets Core
:lock: Blind Justice :lock: Code for the paper "Blind Justice: Fairness with Encrypted Sensitive Attributes", ICML 2018
:arrow_forward: Causal Fairness :arrow_backward: Learn fair predictors from biased observations and causal relations
A numerical analysis of the causal action principle of causal fermion systems (https://causal-fermion-system.com/)
CBL website
The code for the paper *The Sensitivity of Counterfactual Fairness to Unmeasured Confounding* @ UAI 2019
:ocean: ConvWave :ocean: Searching for Gravitational Waves with Fully Convolutional Neural Nets
Fair decisions despite imperfect predictions
:mag: A python library to discover and mitigate biases in machine learning models and datasets :mag:
Bounding causal effects in general (continuous, non-additive) instrumental variable models.
:fire: InstaHeat :fire: 3D Preheating Code with Metric Perturbations and Gravitational Wave Signature (in C)
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Code for the paper Whole Genome Transformers for Gene Interaction Effects in Microbiome Habitat Prediction
Python CBC Tools
Report of a research project in Magnetism about 3D simulations of Skyrmions.
:coffee: Sky-MoCa :coffee: Skyrmion - Monte Carlo: Simulated annealing for a 3D spin lattice in Julia
Computation using data flow graphs for scalable machine learning
Multi-armed bandit modeling for clinical treatment decisions
Causality Working Group
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.