YuanheZ

ACNet

BRUNO

a deep recurrent model for exchangeable data

Computational-Neuroscience

All pathways to CN.

Conditional-Normalizing-Flow

Conditional Generative model (Normalizing Flow) and experimenting style transfer using this model

Deep-Learning

Deep-Learning-Coursera

Deep Learning Specialization by Andrew Ng on Coursera.

Doubly-Robust-Density-Estimation

Code implementation for the master thesis

Easy-UQ

Hidden-Markov-Model

All resources related to HMM research

Score-matching-for-unnormalized-density-estimation

A practical attempt to implement density estimation for unnormalized gaussian mixture distribution using score matching

YuanheZ/Computational-Neuroscience

All pathways to CN.

YuanheZ/Hidden-Markov-Model

All resources related to HMM research

YuanheZ/Score-matching-for-unnormalized-density-estimation

A practical attempt to implement density estimation for unnormalized gaussian mixture distribution using score matching

YuanheZ/ACNet

YuanheZ/BRUNO

a deep recurrent model for exchangeable data

YuanheZ/Conditional-Normalizing-Flow

Conditional Generative model (Normalizing Flow) and experimenting style transfer using this model

YuanheZ/Deep-Learning

YuanheZ/Deep-Learning-Coursera

Deep Learning Specialization by Andrew Ng on Coursera.

YuanheZ/Doubly-Robust-Density-Estimation

Code implementation for the master thesis

YuanheZ/Easy-UQ

YuanheZ/Generative-Modeling-with-NODEs

Code for Master's thesis: "Generative Modeling with Neural Ordinary Differential Equations".

YuanheZ/iaf

Pytorch Implementation of OpenAI's "Improved Variational Inference with Inverse Autoregressive Flow"

YuanheZ/LoRA-GA-Mod

YuanheZ/LRS_NF

[AISTATS2020] The official repository of "Invertible Generative Modling using Linear Rational Splines (LRS)".

YuanheZ/My-Dataset

YuanheZ/neural-processes

This repository contains notebook implementations of the following Neural Process variants: Conditional Neural Processes (CNPs), Neural Processes (NPs), Attentive Neural Processes (ANPs).

YuanheZ/normalizing-flows-clean-code

Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.

YuanheZ/nsf

Code for Neural Spline Flows paper

YuanheZ/particlenet

A simple Implementation of ParticleNet in Pytorch Geometric

YuanheZ/ParticleNetLite-Neural-network-triggers-for-LHC_CMS

University of Bristol Summer Research

YuanheZ/pytorch-flows

PyTorch implementations of algorithms for density estimation

YuanheZ/Simple-Diffusion

YuanheZ/ST407-Bayesian-Changepoint-Analysis-project

Changepoint detection using Gibbs sampler and proposed RJMCMC

YuanheZ/Transport-Monte-Carlo