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Haiyang's Projects

18335 icon 18335

18.335 - Introduction to Numerical Methods course

abc22 icon abc22

this is an un-organized record of things I have done under the supervision of prof. Jonathan Goodman on the topics of approximate bayersian computation (ABC).

alphas icon alphas

alpha101, alpha191, alphalens, backtrader, 量化研究

astroclip icon astroclip

Multimodal contrastive pretraining for astronomical data

butterflylab icon butterflylab

Fast algorithms for complementary low-rank matrices, e.g. Fourier integral operators (FIOs) for wave equations and a class of imaging methods, a class of transforms for harmonic analysis and special functions.

chunkie icon chunkie

chunkie: A MATLAB integral equation toolbox

dp-rfs icon dp-rfs

This repository contains PyTorch implementations of various random feature maps for dot product kernels.

emcee icon emcee

The Python ensemble sampling toolkit for affine-invariant MCMC

fmm2d icon fmm2d

This codebase is a set of libraries to compute N-body interactions governed by the Laplace and Helmholtz equations, to a specified precision, in two dimensions, on a multi-core shared-memory machine.

fmm3d icon fmm3d

Flatiron Institute Fast Multipole Libraries --- This codebase is a set of libraries to compute N-body interactions governed by the Laplace and Helmholtz equations, to a specified precision, in three dimensions, on a multi-core shared-memory machine.

fmm3dbie icon fmm3dbie

This repo is just me playing with the fmm3d code repository. Nothing serious.

ggq icon ggq

Fortran 90 code for constructing generalized Gaussian quadrature rules

machine_learning2020 icon machine_learning2020

The course materials and homeworks I've done for prof. Mohri's foundation of machine learning in fall 2020

mf-abc icon mf-abc

Multifidelity ABC: https://arxiv.org/abs/1811.09550

mlmcandmultifidelityforabc icon mlmcandmultifidelityforabc

Work-in progress code for paper exploring tuning of MLMC and Multifidelity for ABC inference for stochastic biochemical reaction networks models.

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

pygbag icon pygbag

PyGame wasm for everyone ( packager + test server )

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