autoregressive

There are 1 repository under autoregressive topic.

janosh / awesome-normalizing-flows
Awesome resources on normalizing flows.
autoregressive awesome-list bayesian-inference bayesian-neural-networks density-estimation generative-modeling machine-learning normalizing-flows variational-inference
Language:Python 1313
antoinecarme / pyaf
PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.
scikit-learn pandas jupyter forecasting exogenous benchmark seasonal time-series horizon autoregressive python trend cycle arx automatic-forecasting transformation hierarchical-forecasting automl signal-decomposition machine-learning
Language:Python 457
EleutherAI / DALLE-mtf
Open-AI's DALL-E for large scale training in mesh-tensorflow.
artificial-intelligence transformers multimodal text-to-image variational-autoencoder autoregressive
Language:Python 435
pkmital / pycadl
Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"
deep-learning neural-network tutorial mooc gan vae vae-gan pixelcnn wavenet magenta nsynth tensorflow celeba cyclegan dcgan word2vec glove autoregressive conditional course
Language:Python 366
tiberiu44 / TTS-Cube
End-2-end speech synthesis with recurrent neural networks
autoregressive character end-2-end long-short-term-memory lstm mel-spectrogram neural neural-network phoneme speech synthesis text-to-speech
Language:Python 224
fajieyuan / WSDM2019-nextitnet
Generative model for sequential recommendation based on Convolution Neural Networks (CNN))
cnn convolutional-neural-networks generative-model sequential-recommendation session-based session-based-recommendation-system generative-recommendation autoregressive autoregressive-models next-token-prediction generative-sequential-recommendation convolutional-neural-network sequential-recommender
Language:Python 110
OliverRensu / D-iGPT
[ICML 2024] This repository includes the official implementation of our paper "Rejuvenating image-GPT as Strong Visual Representation Learners"
autoregressive deep-learning pytorch self-supervised-learning
Language:Python 88
xrenaa / Look-Outside-Room
[CVPR 2022] Look Outside the Room: Synthesizing A Consistent Long-Term 3D Scene Video from A Single Image
autoregressive novel-view-synthesis transformer
Language:Python 73
kkleidal / GatedPixelCNNPyTorch
PyTorch implementation of "Conditional Image Generation with PixelCNN Decoders" by van den Oord et al. 2016
ml neural-network pixelcnn pytorch decoder generative-model autoregressive
Language:Jupyter Notebook 72
cheind / autoregressive
:kiwi_fruit: Autoregressive Models in PyTorch.
machine-learning deep-learning generative-model autoregressive wavenet pytorch
Language:Python 68
biolab / orange3-timeseries
🍊 :chart_with_upwards_trend: Orange add-on for analyzing, visualizing, manipulating, and forecasting time series data.
arima autoregressive forecasting orange prediction sequence time time-series timeseries visualization
Language:Python 61
JuliaDynamics / ARFIMA.jl
Simulate stochastic timeseries that follow ARFIMA, ARMA, ARIMA, AR, etc. processes
stochastic timeseries arfima arima arma autoregressive moving-average
Language:Julia 50
Forecast.jl
viraltux / Forecast.jl
Julia package containing utilities intended for Time Series analysis.
time-series loess stl forecast mauna-loa smoothing trend-decomposition multivariate autoregressive boxcox var
Language:Julia 46
keonlee9420 / Comprehensive-Tacotron2
PyTorch Implementation of Google's Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions. This implementation supports both single-, multi-speaker TTS and several techniques to enforce the robustness and efficiency of the model.
autoregressive comprehensive deep-learning diagonal-guided-attention efficiency hifi-gan mel-gan multi-speaker neural-tts pytorch reduction-factor robustness single-speaker speech-synthesis tacotron tacotron2 text-to-speech tts
Language:Python 42
HUJI-Deep / FlowKet
A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.
variational-monte-carlo tensorflow keras autoregressive pixelcnn python3
Language:Python 37
kamenbliznashki / pixel_models
Pytorch implementations of autoregressive pixel models - PixelCNN, PixelCNN++, PixelSNAIL
deep-learning autoregressive generative-models pytorch
Language:Python 32
khazit / BatteryProbe.ai
Battery SoC prediction using a RNN autoregressive architecture implemented with Pytorch
pytorch time-series time-series-forecasting battery-percentage lstm autoregressive
Language:Python 29
LAMPSPUC / ScoreDrivenModels.jl
Score-driven models, aka generalized autoregressive score models, in Julia
score-driven-models time-series time-series-analysis statistics autoregressive julia-language
Language:Julia 29
deepmodeling / CrystalFormer
Space Group Informed Transformer for Crystalline Materials Generation
autoregressive crystal generative-model transformer
Language:Jupyter Notebook 28
lucidrains / metaformer-gpt
Implementation of Metaformer, but in an autoregressive manner
artificial-intelligence deep-learning token-mixing autoregressive
Language:Python 23
AliLotfi92 / InfoMaxVAE
InfoMax-VAE pytorch implementation
vae mutual-information autoregressive representation-learning
Language:Python 22
ManojKumarMaruthi / Time-Series-Forecasting
Forecasting Monthly Sales of French Champagne - Perrin Freres
time-series-analysis trend-analysis seasonality forecasting-models autoregressive arma arima-model sarimax holt holtwinters moving-average exponential-smoothing
Language:Jupyter Notebook 22
zhao-yiqun / RoomDesigner
[3DV 2024] official repo of 3DV paper "RoomDesigner: Encoding Anchor-latents for Style-consistent and Shape-compatible Indoor Scene Generation"
3d-scene-generation 3d-scene-editing autoregressive scene-generation shape-generation
Language:Python 22
raphaelsty / abayes
Autoregressive Bayesian linear model
bayesian-inference online bayesian bayes autoregressive linear-regression machine-learning
Language:Python 21
icasas / tvReg
R package to estimate time-varying coefficient regressions
autoregressive nonparametric regression sure vectorautoregressive
Language:HTML 19
zeeshanmulla / Time-Series-Analysis-With-Python-TSA-
A Repo of Time-series analysis techniques. Holt-Winter methods, ACF/PACF, MA, AR, ARMA, ARIMA, SARIMA, SARIMAX, VAR, VARMA, RNN Keras, Facebook- Prophet etc.
arima sarimax autoregressive rnn-keras statsmodels facebook prophet varmax holt-winters-forecasting
Language:Jupyter Notebook 18
fajieyuan / WWW2020-grec
Sequence-to-Sequence Generative Model for Sequential Recommender System
recommender recommender-system sequential session-based-recommendation-system c-n-n cnn-classification bidirectional bidirectional-lstm encode encoder-decoder-architecture grec autoregressive autoregressive-model bert4rec denoising denoising-autoencoders bart4rec
Language:Python 17
paulpuren / PhyCRNet
Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs
partial-differential-equations physics-informed-learning encoder-decoder-architecture autoregressive residual-connections convlstm simulation
Language:Python 17
Westlake-AI / A2MIM
[ICML 2023] Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN
convolutional-neural-networks imagenet masked-image-modeling pytorch self-supervised-learning vision-transformer masked-autoencoder autoregressive mae object-detection semantic-segmentation transfer-learning a2mim
Language:Python 17
abhiupes01 / Multi_Step_Time_Series
Time series predictive model to forecast the airline monthly passenger
lstm-neural-networks pytorch gru rnn autoregressive
Language:Jupyter Notebook 11
visinf / pixelpyramids
PixelPyramids: Exact Inference Models from Lossless Image Pyramids (ICCV 2021)
autoregressive generative-models highresolution image-generation image-synthesis
Language:Python 10
Antimatter543 / karpathy-NN-lectures
My runthrough of karpathy's lectures (with notes), building NN's from scratch, simple autoregressive language models, GPT models and learnt ML techniques.
autoregressive gpt models pytorch
Language:Jupyter Notebook 9
ekzhang / langevin-music
Noise-conditional score networks for music composition by annealed Langevin dynamics
langevin-dynamics score-matching music-composition deep-learning pytorch autoregressive
Language:Python 8
seungjunlee96 / lightning-generative-models
PyTorch Lightning Implementation of Diffusion, GAN, VAE, Flow models
gan generative-models pytorch pytorch-lightning weights-and-biases autoregressive diffusion diffusion-models normalizing-flows vae
Language:Python 8
Crop-yield-prediction
Hamid-abdellaoui / Crop-yield-prediction
Crop yield Forecasting on the basis of meteorological predictions using some Time series & ML models
predictive-modeling sarima arima-model time-series forecasting-models python sklearn statmodels autoregressive linear-regression forecasting machine-learning lstm-neural-networks
Language:Jupyter Notebook 7
Leo8216 / An-Analysis-of-PCA-and-Autoencoder-Generated-Factors-in-Predicting-SP500-Returns
Abstract: The S&P500 is difficult to predict. Multi-factor models provide a useful framework for making returns predictions and for controlling portfolio risk. This paper explores a three-step process in predicting PCA and Autoencoders factors to generate multi-factor models from the S&P500 component securities.
autoencoders autoregressive autoregressive-moving-average finance linear-regression pca-analysis sp500
Language:HTML 7

autoregressive

janosh / awesome-normalizing-flows

antoinecarme / pyaf

EleutherAI / DALLE-mtf

pkmital / pycadl

tiberiu44 / TTS-Cube

fajieyuan / WSDM2019-nextitnet

OliverRensu / D-iGPT

xrenaa / Look-Outside-Room

kkleidal / GatedPixelCNNPyTorch

cheind / autoregressive

biolab / orange3-timeseries

JuliaDynamics / ARFIMA.jl

viraltux / Forecast.jl

keonlee9420 / Comprehensive-Tacotron2

HUJI-Deep / FlowKet

kamenbliznashki / pixel_models

khazit / BatteryProbe.ai

LAMPSPUC / ScoreDrivenModels.jl

deepmodeling / CrystalFormer

lucidrains / metaformer-gpt

AliLotfi92 / InfoMaxVAE

ManojKumarMaruthi / Time-Series-Forecasting

zhao-yiqun / RoomDesigner

raphaelsty / abayes

icasas / tvReg

zeeshanmulla / Time-Series-Analysis-With-Python-TSA-

fajieyuan / WWW2020-grec

paulpuren / PhyCRNet

Westlake-AI / A2MIM

abhiupes01 / Multi_Step_Time_Series

visinf / pixelpyramids

Antimatter543 / karpathy-NN-lectures

ekzhang / langevin-music

seungjunlee96 / lightning-generative-models

Hamid-abdellaoui / Crop-yield-prediction

Leo8216 / An-Analysis-of-PCA-and-Autoencoder-Generated-Factors-in-Predicting-SP500-Returns