Hendrik Vater (hvater)

hvater

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Company:Paderborn University

Location:Paderborn, Germany

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Hendrik Vater's starred repositories

EMD_Course

Fundamentals of electrical machines and drives course material

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tensorflow

An Open Source Machine Learning Framework for Everyone

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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numpy

The fundamental package for scientific computing with Python.

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matplotlib

matplotlib: plotting with Python

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plotly.py

The interactive graphing library for Python :sparkles: This project now includes Plotly Express!

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optax

Optax is a gradient processing and optimization library for JAX.

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diffrax

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

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jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

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PokemonRedExperiments

Playing Pokemon Red with Reinforcement Learning

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equinox

Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

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normalizing-flows

Implementation of normalizing flows from 1d to Nd

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reinforcement_learning_course_materials

Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University

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DS4DS_Course

Data Science for Dynamical System Course

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gym-electric-motor

Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors

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exciting-environments

Physical differential equations wrapped into Gymnasium environments

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DESSCA

Improved Exploring Starts by Kernel Density Estimation-Based State-Space Coverage Acceleration in Reinforcement Learning

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cec2013single

Package for using CEC'2013 Real Single Objective Optimization in Python, deployed in pypi with the same name.

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PSOAS

Particle Swarm Optimization Assisted by Surrogates

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