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Name: Ilze Amanda Auzina
Type: User
Company: University of Amsterdam
Bio: PhD Candidate UvA| Dynamical Systems | Neural ODE | Bayesian Inference | Generative Modeling
Twitter: AmandaIlze
Name: Ilze Amanda Auzina
Type: User
Company: University of Amsterdam
Bio: PhD Candidate UvA| Dynamical Systems | Neural ODE | Bayesian Inference | Generative Modeling
Twitter: AmandaIlze
Python software for black-box optimization for discrete data. Based on ideas from Approximate Bayesian Computation and Differential Evolution.
Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"
This repository contains python code for identifying DNA motifs (short DNA sequences) using Bayesian CNNs combined with an attention mechanism
This repository contains implementations and illustrative code to accompany DeepMind publications
Python code for Deep Q-Learning learning. The algorithm was investigated as an optimal solution for three tasks: (1) obstacleavoidance, (2) foraging and (3) predator-prey behaviour.
By introducing a differentiable contact model, DiffCoSim extends the applicability of Lagrangian/Hamiltonian-inspired neural networks to enable learning of hybrid dynamics.
Material for the Deep Learning 2 Tutorial
Implementation of the Functional Neural Process models
Use Fourier transform to learn operators in differential equations.
[ML4PS @ NeurIPS 2021] Factorized Fourier Neural Operators
Google Research
PyTorch implementation of HyperNetworks (Ha et al., ICLR 2017) for ResNet (Residual Networks)
Easily generate continual learning benchmarks.
A beautiful, simple, clean, and responsive Jekyll theme for academics
Code for "Latent ODEs for Irregularly-Sampled Time Series" paper
Learning Dynamical Systems that Generalize Across Environments
Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"
Code base for Modulated Neural ODEs (MoNODEs), a novel framework that sets apart dynamics states from underlying static factors of variation and improves the existing NODE methods.
Experiments for Neural Flows paper
Official Implementation of the ICML 2023 paper: "Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally Coupled Oscillatory Recurrent Neural Networks"
ODE2VAE: Deep generative second order ODEs with Bayesian neural networks
A differentiable PDE solving framework for machine learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning, ICLR 2020
Methods and experiments for assumed density SDE approximations
Python code to generate simulation DNA sequences with relevant motif (encoding DNA) insertion
Code release for ICLR 2023 paper: SlotFormer on object-centric dynamics models
Official implementation of the paper Stochastic Latent Residual Video Prediction
Official code for Slot-Transformer for Videos (STEVE)
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.