YunyiShen

faiss

A library for efficient similarity search and clustering of dense vectors.

helm

Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in Holistic Evaluation of Text-to-Image Models (HEIM) (https://arxiv.org/abs/2311.04287).

happy-spiders

🔧 🔩 🔨 收集整理了爬虫相关的工具、模拟登陆技术、代理IP、scrapy模板代码等内容。

stcal

VIP

VIP is a python package/library for angular, reference star and spectral differential imaging for exoplanet/disk detection through high-contrast imaging.

GeometricKernels

Geometric kernels on manifolds, meshes and graphs

example-models

Example models for Stan

teaching-examples

Examples for use in teaching HPSC workflows, from how to successfully parallelize code, to how to submit that code on an HPC system.

wikiextractor

A tool for extracting plain text from Wikipedia dumps

jwst

Python library for science observations from the James Webb Space Telescope

RelativisticDynamics.jl

General Relativistic Orbital Dynamics in Julia

PatchTST

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

transformer-time-series-prediction

proof of concept for a transformer-based time series prediction model

stan4bart

Uses Stan sampler and math library to semiparametrically fit linear and multilevel models with additive Bayesian Additive Regression Tree (BART) components.

nanobind

nanobind: tiny and efficient C++/Python bindings

scCCESS

Single-cell Consensus Clusters of Encoded Subspaces

Jolly-Seber

Jolly Seber MCMC samplers in nimble, computationally efficient, Poisson recruitment process.

Bayesian_modal_regression

Bayesian modal regression models based on the GUD

tsai

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

time-series-transformers-review

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

DiffusionFromScratch

Rebuild the Stable Diffusion Model in a single python script. Tutorial for Harvard ML from Scratch Series

geomlime

ggplot geom_lime()

edm

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

CommonAtomModel

Repository for the code used in "A Common Atom Model for the Bayesian Nonparametric Analysis of Nested Data"

awesome-MIT-ai-for-climate-change

🌍 A curated list of MIT researchers that tackle climate change with machine learning for applying students, undergraduates, or others

ApproximateCV

This repo contains code to reproduce plots contained in the paper: "Approximate Cross-validation:Guarantees for Model Assessment and Selection"

DiffusionSpectra

Analyze Spectrum of diffusion operator and eigen states

memit

Mass-editing thousands of facts into a transformer memory (ICLR 2023)

flop

Pytorch library for factorized L0-based pruning.

daizhigev20

殆知阁古代文献