Efficient, lightweight variational inference and approximation bounds

Basic cloth simulation using Verlet integration

Simulation of deformable objects in MATLAB using mass-spring-damper network.

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

A package for the sparse identification of nonlinear dynamical systems from data

Likelihood-free AMortized Posterior Estimation with PyTorch