Rose-STL-Lab/AutoNPP Rose-STL-Lab/AutoNPP

  • Stars
    star
    4
  • Rank 3,287,361 (Top 66 %)
  • Language
    Python
  • License
    MIT License
  • Created over 1 year ago
  • Updated over 1 year ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
Rose-STL-Lab/AutoNPP
github

Rose-STL-Lab

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Efficient computation of temporal point process intensity using automatic integration

More Repositories

1

dyffusion

[NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting
Python
122
star
2

torchTS

Time series forecasting with PyTorch
Python
81
star
3

LIMO

generative model for drug discovery
Python
59
star
4

ECCO

Python
53
star
5

Turbulent-Flow-Net

Turbulent flow network source code
Jupyter Notebook
53
star
6

HDR-IL

Python
38
star
7

Equivariant-Net

Python
33
star
8

LieGAN

Jupyter Notebook
31
star
9

Teleportation-Optimization

[ICLR 2024] Improving Convergence and Generalization Using Parameter Symmetries
Python
26
star
10

Dynamic-Adaptation-Network

Python
23
star
11

AutoSTPP

Automatic Integration for Neural Spatio-Temporal Point Process models (AI-STPP) is a new paradigm for exact, ef๏ฌcient, non-parametric inference of point process. It is capable of learning complicated underlying intensity functions, like a damped sine wave.
Jupyter Notebook
22
star
12

DeepSTPP

Jupyter Notebook
19
star
13

Spatiotemporal_UQ

Uncertainty Quantification for Deep Spatiotemporal Forecasting
Python
18
star
14

CopulaCPTS

Code for Copula conformal prediction paper (ICLR 2024)
Jupyter Notebook
18
star
15

Approximately-Equivariant-Nets

Python
16
star
16

Multi-Fidelity-Deep-Active-Learning

Python
14
star
17

AutoODE-DSL

Python
13
star
18

V2V-traffic-forecast

L4DC2021 code repository
Jupyter Notebook
11
star
19

mrtl

Multiresolution Tensor Learning
Python
11
star
20

Lab-Wiki

Knowledge Sharing
10
star
21

Symmetry-Teleportation

[NeurIPS 2022] Symmetry Teleportation for Accelerated Optimization
Python
8
star
22

Hierarchical-Neural-Processes

Python
7
star
23

PECCO

Probabilistic Equivariant Continuous COnvolution
Python
6
star
24

Zihao-s-Toolbox

A toolbox of shared utilities across different projects.
Python
6
star
25

nautilus_tutorial

Python
5
star
26

Interactive-Neural-Process

Python
5
star
27

FS-CAP

few-shot compound activity regression
Python
5
star
28

DIVE

Disentangled Imputed Video autoEncoder (DIVE)
Python
4
star
29

Gradient-Flow-Symmetry

[ICLR 2023] Symmetries, flat minima, and the conserved quantities of gradient flow
Jupyter Notebook
3
star
30

ir2rgb

IR to RGB video translation
Python
3
star
31

MFRNP

[ICML 2024] Multi Fidelity Residual Neural Process
Python
3
star
32

MRTL-ST

Python
2
star
33

cs-6140-fall-2018

Final project page for CS 6140
1
star
34

GPU-Benchmark

Python
1
star
35

group-net

Python
1
star
36

rose-stl-lab.github.io

UCSD RoseLab Server Documentation
1
star