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Name: Remco Leijenaar
Type: User
Company: University of Groningen
Bio: MSc AI student, University of Groningen
Location: Groningen
Name: Remco Leijenaar
Type: User
Company: University of Groningen
Bio: MSc AI student, University of Groningen
Location: Groningen
Implementation of analytic displacement mapping using hardware tessellation based on Nieรner & Loop (2013). The model is extended with procedural generation of displacement textures.
Explicit backpropagation (no AD) of a multilayer perceptron in a single binary classification task in TensorFlow. Includes validation with automatic differentiation (AD).
Hydrodynamic image with the artificial lateral line using physics-informed informed neural networks and other proven methods in 2D dipole localization.
Lab tutorials for the MSc NLP course at the University of Groningen ๐ฎ
Multi-agent system for modeling trust in market exchanges.
C implementation of a Multilayer perceptron with gradient descent through explicit backpropagation for use in time-series prediction tasks. The project targets forecasting of Covid-19 data.
Music generation with machine learning: Completing Bach's unfinished Contrapunctus XIV. A variety of models including linear regression, multilayer perceptrons and echo state networks are used as autoregressive models to take on the challenging time-series task.
Fine-tuning and evaluation of a language model for explanation generation of natural language inference. Fine-tuning scripts for a pre-trained T5 model supporting both full model fine-tuning as well as LoRA are included in this repository.
Deep Reinforcement Learning: Value-Based methods. An implementation of DQN, DDQN, Dueling Architectures, DQV, DQV-Max on the PyTorch Lightning framework.
K-armed bandit problem approached with a variety of action-selection learning algorithms.
Deep Reinforcement Learning: On-Policy Actor Critic methods. An implementation of Advantage Actor-Critic (A2C) and Proximal Policy Optimization (PPO) on the PyTorch Lightning framework.
Reinforcement Learning with tabular methods: TD-learning (Q-learning and SARSA) and MENACE-like approach applied to a Rubik's cube with a move set restricted to 180-degree turns.
Config files for my GitHub profile.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ 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. ๐๐๐
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 โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.