haowencs Goto Github PK

deep_spde

Source code related to the article "Deep learning based numerical approximation algorithms for stochastic partial differential equations and high-dimensional nonlinear filtering problems" by Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, and Ariel Neufeld

distributed_particle_filtering

Source code for reproducing results in several papers related to particle filtering

divide-and-conquer-smc

Divide and Conquer Sequential Monte Carlo

doing_the_phd

drbqo

Code for our AISTATS 2020 paper "Distributionally Robust Bayesian Quadrature Optimization"

duckdb

DuckDB is an in-process SQL OLAP Database Management System

edgedb

A graph-relational database with declarative schema, built-in migration system, and a next-generation query language

editsql

emcee

The Python ensemble sampling toolkit for affine-invariant MCMC

equiv-nn-svm

Codes for NeurIPS 2021 paper "On the Equivalence between Neural Network and Support Vector Machine".

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

examples_ml_bo

Home for Elasticsearch examples available to everyone. It's a great way to get started.

federated_bayesian_optimization

Code for the NeurIPS 2020 paper: "Federated Bayesian Optimization via Thompson Sampling"

fsbo

Few Shot Bayesian Optimization

galerkinlearn

A repository to learn Galerkin method

geometrickernels

Geometric kernels on manifolds, meshes and graphs

googletest

GoogleTest - Google Testing and Mocking Framework

gp4a

Code for NeurIPS 2019 paper: "Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes"

gpforecasting

haowencs.github.io

My personal website

hu-fu

Hu-Fu: Efficient and Secure Spatial Queries over Data Federation

hyperspace

Distributed Bayesian Optimization

jes-botorch

BOTorch implementation of Joint Entropy Search for Maximally-Informed Bayesian Optimization

jumbo

kalmanfilter

Note and code for: Kalman Filtering: Theory and Practice using MATLAB by Mohinder S. Grewal and Angus P. Andrews.

kalman_filter

Implementation of kalman filter

knobstuningea

An Experimental Evaluation for Database Configuration Tuning

learn4db_survey

Literature suvery for hardware for analytical query. PR are welcome.

learning_to_learn_without_gd_by_gd

Naive implementation of Learning to Learn without Gradient Descent by Gradient Descent, Yutian Chen et al., ICML 2017

leetcode

:pencil2: LeetCode solutions in C++ 11 and Python3