diro5t Goto Github PK

followers: 61.0 following: 89.0 repos: 25.0 gists: 2.0

Name: Dirk Roeckmann

Type: User

Bio: Computer Scientist, IT Manager, Consultant, SAP Expert, Independent AI Researcher, AI = Deep Learning + Symbol Manipulation, Deep Quadric Learning

Twitter: fivetroop

Location: Pittsburgh

Dirk Roeckmann's Projects

aml-project

Solve the multi-digit MNIST octal-division task, which requires the integration of high-level reasoning and low-level perception, by employing DeepProbLog.

basalt

A Machine Learning framework from scratch in Pure Mojo 🔥

causal-inference-and-discovery-in-python

Causal Inference and Discovery in Python by Packt Publishing

causal-learn

Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

chirho

An experimental language for causal reasoning

deepproblog

DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predicate.

dodiscover

[Experimental] Global causal discovery algorithms

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.

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