Tingsong Xiao's starred repositories

The-Art-of-Linear-Algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

Language:PostScriptLicense:CC0-1.0Stargazers:16869Issues:142Issues:14

pykan

Kolmogorov Arnold Networks

Language:Jupyter NotebookLicense:MITStargazers:14075Issues:107Issues:322

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Language:PythonLicense:MITStargazers:13450Issues:127Issues:308

mamba

Mamba SSM architecture

Language:PythonLicense:Apache-2.0Stargazers:12088Issues:98Issues:462

Megatron-LM

Ongoing research training transformer models at scale

Language:PythonLicense:NOASSERTIONStargazers:9656Issues:161Issues:641

ChatRWKV

ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

Language:PythonLicense:Apache-2.0Stargazers:9352Issues:89Issues:116

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

Language:PythonLicense:NOASSERTIONStargazers:5846Issues:47Issues:75

earthworm

Learning English through the method of constructing sentences with conjunctions

Language:TypeScriptLicense:AGPL-3.0Stargazers:5410Issues:23Issues:291

Vim

[ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Language:PythonLicense:Apache-2.0Stargazers:2700Issues:30Issues:104

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

Semi-supervised-learning

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

Language:PythonLicense:MITStargazers:1287Issues:21Issues:156

Time-LLM

[ICLR 2024] Official implementation of " ๐Ÿฆ™ Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

Language:PythonLicense:Apache-2.0Stargazers:1131Issues:13Issues:121

mamba.py

A simple and efficient Mamba implementation in pure PyTorch and MLX.

Language:PythonLicense:MITStargazers:850Issues:7Issues:35

soft-dtw

Python implementation of soft-DTW.

Language:PythonLicense:BSD-2-ClauseStargazers:526Issues:28Issues:26

earth-forecasting-transformer

Official implementation of Earthformer

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:353Issues:12Issues:32

Med-BERT

Med-BERT, contextualized embedding model for structured EHR data

Language:HTMLLicense:Apache-2.0Stargazers:246Issues:15Issues:13

TravelPlanner

[ICML'24 Spotlight] "TravelPlanner: A Benchmark for Real-World Planning with Language Agents"

Language:PythonLicense:MITStargazers:199Issues:10Issues:21

S-D-Mamba

Code for "Is Mamba Effective for Time Series Forecasting?"

pytorch_ehr

source codes based on PyTorch to analyze EHR

Language:Jupyter NotebookStargazers:123Issues:11Issues:7

LLMScenarioEval

Scenario-based Evaluation dataset for LLM (beta)

License:Apache-2.0Stargazers:121Issues:1Issues:0

BEHRT

Code for BEHRT: Transformer for Electronic Health Records

Language:Jupyter NotebookLicense:MITStargazers:101Issues:6Issues:6

New-Grad-Internships

๐Ÿ‘‹ Howdy New Grads and Interns ๐ŸŽ‰! We've put together a collection of jobs for SWE, Quant and Data Science Roles! ๐Ÿš€

ohmnet

OhmNet: Representation learning in multi-layer graphs

Language:PythonLicense:MITStargazers:78Issues:7Issues:6

mamba360

State Space Models

cehr-bert

CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks

Language:PythonLicense:MITStargazers:25Issues:8Issues:19
Language:PythonLicense:MITStargazers:19Issues:1Issues:3

GNPP-code

The implementation of GNPP model.