jaanli/variational-autoencoder

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

Language: Python - Size: 94.7 KB - Last synced at: 4 days ago - Pushed at: 12 months ago - Stars: 1,164 - Forks: 258

lamtong/portfolio3_gbp_usd_arnn

Forecast the next-day GBP/USD exchange rate using an Autoregressive Neural Network (ARNN)

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tum-pbs/apebench

[Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled Training; Rollout Metrics)

Language: Python - Size: 4.15 MB - Last synced at: 12 days ago - Pushed at: 5 months ago - Stars: 65 - Forks: 1

angeladai/ScanComplete

[CVPR'18] ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans

Language: Python - Size: 555 KB - Last synced at: 9 days ago - Pushed at: 8 months ago - Stars: 265 - Forks: 49

C0ll1nDr4k3/sibyl

Repository for the paper "Advancing Time Series Forecasting: Variance-Aware Loss Functions in Transformers"

Language: Python - Size: 247 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

henry-yeh/GLOP

[AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time

Language: Python - Size: 1.21 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 79 - Forks: 11

Mind-the-Pineapple/Autoregressive-models

Tensorflow 2.0 implementation of Deep Autoregressive Models

Language: Jupyter Notebook - Size: 3.34 MB - Last synced at: 16 days ago - Pushed at: over 3 years ago - Stars: 28 - Forks: 3

lere01/AutoregressiveMLPMixer

An MLPMIxer adapted for causality

Language: Python - Size: 77.1 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

cqsl/sparse-twobody-arnn

Language: Python - Size: 1.19 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 2

USTC-JialunPeng/Diverse-Structure-Inpainting

CVPR 2021: "Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE"

Language: Python - Size: 9.58 MB - Last synced at: 9 months ago - Pushed at: almost 4 years ago - Stars: 175 - Forks: 19

cqsl/mps-rnn

Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.

Language: Python - Size: 31.3 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 20 - Forks: 2

cqsl/neural-cluster-update

Code for 'Unbiased Monte Carlo Cluster Updates with Autoregressive Neural Networks'.

Language: Python - Size: 30.3 KB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 1

wdphy16/stat-mech-van

Code for 'Solving Statistical Mechanics using Variational Autoregressive Networks'.

Language: Python - Size: 28.3 KB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 86 - Forks: 27

wangleiphy/VAN.jl

Variational Autoregressive Network in Julia

Language: Julia - Size: 20.5 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 1

i6092467/GVAR

An interpretable framework for inferring nonlinear multivariate Granger causality based on self-explaining neural networks.

Language: Python - Size: 61.6 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 55 - Forks: 18

parshakova/GAMS-for-Data-Efficient-Learning

Global Autoregressive Models (GAMs) for Data-Efficient Sequence Learning

Language: Jupyter Notebook - Size: 1000 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 1

wangleiphy/BetaVQE.jl

Solving Quantum Statistical Mechanics with Variational Autoregressive Networks and Quantum Circuits

Language: Julia - Size: 521 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 31 - Forks: 5

JesseFarebro/PixelCNNPP

Tensorflow 2 implementation of PixelCNN++.

Language: Python - Size: 23.4 KB - Last synced at: 10 days ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 3

shamim-hussain/generative_neural_networks

Investigation into Generative Neural Networks.

Language: Python - Size: 119 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

JasonkayZK/predictor

A repository for autoregressive prediction via LSTM or some other ANN.

Language: Python - Size: 205 KB - Last synced at: 12 months ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 1

EugenHotaj/pytorch-generative

Easy generative modeling in PyTorch.

Language: Python - Size: 53.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 366 - Forks: 59

svjack/GLM-Open-Dialogue

A enhanced Open Dialogue Context Generator supported by General Language Model Pretraining with Autoregressive Blank Infilling

Language: Python - Size: 39.1 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 0

JTP75/Time-Series-Forecasting-UPMC

Machine Learning-based research for UPMC

Language: MATLAB - Size: 342 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

naru-project/naru

Neural Relation Understanding: neural cardinality estimators for tabular data

Language: Python - Size: 54.7 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 76 - Forks: 25

wkhademi/PixelCNN

A TensorFlow implementation of the PixelCNN.

Language: Python - Size: 151 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

Sebastian1981/Time_Series_Sales_Prediction

predict sales based on time series data explicitely using deep learning

Language: Jupyter Notebook - Size: 13.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

shanjgit/cs294-158-Assignments

Solutions for UCBerkeley CS294-158: Deep Unsupervised Learning Spring 2019

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var-skip/var-skip

Code for variable skipping ICML 2020 paper

Language: Python - Size: 102 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 3

hectoramirez/Predicting_energy_consumption

Prediction of solar energy consumption using recurrent neural networks

Language: Jupyter Notebook - Size: 17.6 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0