lixixibj/lixixibj.github.io Fork of academicpages/academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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lixixibj/DeepVARwT-data-code

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lixixibj/DeepTVAR-data-code

Language: MATLAB - Size: 34.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 4

lixixibj/forecasting-with-time-series-imaging

time series forecasting with image

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lixixibj/starter-hugo-academic

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lixixibj/foss

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lixixibj/BPG Fork of spaceuniverse/BPG

Bezier plot generator. Collect points from mouse (Python)

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lixixibj/Review-Helpfulness-Prediction Fork of Azure-rong/Review-Helpfulness-Prediction

Project of automatically detecting review helpfulness. Using

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lixixibj/GP-SSM Fork of duell/GP-SSM

Gaussian Process State-Space Models

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lixixibj/machine-learning-interview Fork of zhengjingwei/machine-learning-interview

算法工程师-机器学习面试题总结

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lixixibj/Folder-Structure-Conventions Fork of kriasoft/Folder-Structure-Conventions

Folder / directory structure options and naming conventions for software projects

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lixixibj/CS Fork of txfly/CS

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lixixibj/CoST Fork of salesforce/CoST

PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)

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lixixibj/LaST Fork of zhycs/LaST

Code for paper titled "Learning Latent Seasonal-Trend Representations for Time Series Forecasting" in NeurIPS 2022

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lixixibj/ML_bazaar Fork of oxcsml/ML_bazaar

OxCSML research group reading groups and meetings at the Department of Statistics, University of Oxford.

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lixixibj/statespacer Fork of DylanB95/statespacer

statespacer: State Space Modelling in R

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lixixibj/machine-learning-articles Fork of christianversloot/machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

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lixixibj/txt-ray-align Fork of nhsx/txt-ray-align

Exploring contrastive alignment of image and text encoders for image-based radiology report retrieval and generation, and identification of possible evaluation metrics

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lixixibj/ensembles-of-life-cycle-forecasts Fork of xjguo9217/ensembles-of-life-cycle-forecasts

Data and code for paper "Bayesian Ensembles of Exponentially Smoothed Life-Cycle Forecasts"

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lixixibj/pytorch-forecasting Fork of jdb78/pytorch-forecasting

Time series forecasting with PyTorch

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lixixibj/N-BEATS-1 Fork of ServiceNow/N-BEATS

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lixixibj/Topics-In-Modern-Statistical-Learning Fork of dobriban/Topics-In-Modern-Statistical-Learning

Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - focus on uncertainty quantification

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lixixibj/awesome-conformal-prediction Fork of valeman/awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD theses, articles and open-source libraries.

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lixixibj/VAR-Tensor Fork of diwangstat/VAR-Tensor

Julia codes in "High-dimensional vector autoregressive time series modeling via tensor decomposition"

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lixixibj/pytorch Fork of pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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lixixibj/truncated-mvn-sampler Fork of brunzema/truncated-mvn-sampler

Reimplementation using Python of the minimax tilting algorithm by Botev (2016) for simulation and iid sampling of the truncated multivariate normal distribution.

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lixixibj/xaringan Fork of yihui/xaringan

Presentation Ninja 幻灯忍者 · 写轮眼

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lixixibj/AdjustAutocorrelation Fork of Daikon-Sun/AdjustAutocorrelation

Adjusting for Autocorrelated Errors in Neural Networks for Time Series

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lixixibj/test

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lixixibj/mlforhealthlabpub Fork of vanderschaarlab/mlforhealthlabpub

Machine Learning and Artificial Intelligence for Medicine.

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lixixibj/awesome-var Fork of kvasilopoulos/awesome-var

A curated list of Vector Autoregression resources.

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lixixibj/imodels Fork of csinva/imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

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lixixibj/Multivariate-Analysis--Oil-Price-Prediction-Using-LSTM-GRU- Fork of nikhils10/Multivariate-Analysis--Oil-Price-Prediction-Using-LSTM-GRU-

Comparing Long Term Short Memory (LSTM) & Gated Re-current Unit (GRU) during forecasting of oil price .Exploring multivariate relationships between West Texas Intermediate and S&P 500, Dow Jones Utility Avg, US Dollar Index Futures , US 10 Yr Treasury Bonds , Gold Futures.

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lixixibj/n-beats Fork of philipperemy/n-beats

Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

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lixixibj/NBeats-M4 Fork of fecet/NBeats-M4

Reproduce performance of NBeats in M4 Dataset

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lixixibj/ffancheng.github.io Fork of ffancheng/ffancheng.github.io

Source code for my personal website.

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lixixibj/gmm-torch Fork of ldeecke/gmm-torch

Gaussian mixture models in PyTorch.

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lixixibj/VAR-Toolbox Fork of ambropo/VAR-Toolbox

Ambrogio Cesa-Bianchi's VAR Toolbox

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lixixibj/early-stopping-pytorch Fork of Bjarten/early-stopping-pytorch

Early stopping for PyTorch

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lixixibj/notARMA

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lixixibj/catch22 Fork of DynamicsAndNeuralSystems/catch22

catch-22: CAnonical Time-series CHaracteristics

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lixixibj/SAS-code-str

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lixixibj/multivariate-time-series-data Fork of laiguokun/multivariate-time-series-data

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lixixibj/gluonts-hierarchical-ICML-2021 Fork of rshyamsundar/gluonts-hierarchical-ICML-2021

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lixixibj/hantsy.github.io Fork of hantsy/hantsy.github.io

Personal website

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lixixibj/M5-network-web

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lixixibj/M5-social-network

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lixixibj/tsfeatures Fork of Nixtla/tsfeatures

Calculates various features from time series data. Python implementation of the R package tsfeatures.

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lixixibj/optim Fork of kthohr/optim

OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions

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lixixibj/xixi-li

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lixixibj/jmlr-style-file Fork of JmlrOrg/jmlr-style-file

LaTeX style file for the Journal of Machine Learning Research

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lixixibj/Awesome-Deep-Learning-Based-Time-Series-Forecasting Fork of fengyang95/Awesome-Deep-Learning-Based-Time-Series-Forecasting

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lixixibj/TCN Fork of locuslab/TCN

Sequence modeling benchmarks and temporal convolutional networks

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lixixibj/scoringRules Fork of FK83/scoringRules

scoring rules to evaluate probabilistic forecasts

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lixixibj/2020Crude_oil_code-1

look at the picture

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lixixibj/SGD-in-Gaussain-processes Fork of UMDataScienceLab/SGD-in-Gaussain-processes

We show that SGD can indeed be used to infer Gaussian processes. This in turn allows GPs to scale far beyond what was thought possible.

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lixixibj/statscompbook Fork of Zane-Chou/statscompbook

Statistical Computing textbook written in Chinese

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lixixibj/London-bike-sharing-time-series-analysis Fork of shakibyzn/London-bike-sharing-time-series-analysis

Multivariate time series analysis on london bike sharing dataset

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lixixibj/Multivariate-Time-Series-Forecasting-with-LSTMs-in-Keras-for-CORN-SWEET-Terminal-Market-Price Fork of Geoffrey-Z/Multivariate-Time-Series-Forecasting-with-LSTMs-in-Keras-for-CORN-SWEET-Terminal-Market-Price

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lixixibj/DILATE Fork of vincent-leguen/DILATE

Code for our NeurIPS 2019 paper "Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models"

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lixixibj/TorchCoder Fork of hellojinwoo/TorchCoder

PyTorch based autoencoder for sequential data

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lixixibj/Levinson-Durbin-Recursion Fork of RJTK/Levinson-Durbin-Recursion

Implementations of Levinson-Durbin recursion and it's associated varients. Straight from Hayes' book Statistical Digital Signal Processing and Modeling

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lixixibj/Multi-Count-Time-Series Fork of fangfanw/Multi-Count-Time-Series

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lixixibj/iResnet Fork of jarrelscy/iResnet

Non official pytorch implementation of i-Resnet, invertible residual networks.

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lixixibj/nasmc Fork of enceladus-rex/nasmc

An implementation of Neural Adaptive Sequential Monte Carlo (NASMC) using PyTorch

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lixixibj/demand_forecast Fork of jingw2/demand_forecast

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lixixibj/nngp Fork of brain-research/nngp

Deep neural network kernel for Gaussian process

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lixixibj/real-nvp Fork of chrischute/real-nvp

Implementation of Real NVP in PyTorch

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lixixibj/TextFlow Fork of harvardnlp/TextFlow

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lixixibj/pytorch-ts Fork of zalandoresearch/pytorch-ts

PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

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lixixibj/awesome-time-series Fork of cuge1995/awesome-time-series

list of papers, code, and other resources

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lixixibj/ABBA Fork of nla-group/ABBA

A symbolic time series representation building Brownian bridges

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lixixibj/955.WLB Fork of formulahendry/955.WLB

955 不加班的公司名单 - 工作 955，work–life balance (工作与生活的平衡)

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lixixibj/Informer2020 Fork of zhouhaoyi/Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

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lixixibj/copulaIVTS Fork of hlennon/copulaIVTS

Digitised Gaussian ARMA Models for Integer-valued time series: An R Package

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lixixibj/sgd Fork of airoldilab/sgd

An R package for large scale estimation with stochastic gradient descent

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lixixibj/EMTboost Fork of archer-yang-lab/EMTboost

Simulation code for Tweedie Gradient Boosting for Extremely Unbalanced Zero-inflated Data

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lixixibj/prophet Fork of facebook/prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

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lixixibj/gephi Fork of gephi/gephi

Gephi - The Open Graph Viz Platform

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lixixibj/forecastHybrid Fork of ellisp/forecastHybrid

Convenient functions for ensemble forecasts in R combining approaches from the {forecast} package

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lixixibj/AutoTheta Fork of vangspiliot/AutoTheta

Generalizing the Theta method for automatic forecasting

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lixixibj/starter-research-group

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lixixibj/starter-book

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lixixibj/prob-hts Fork of bsouhaib/prob-hts

Source code for Hierarchical Probabilistic Forecasting of Electricity Demand with Smart Meter Data by Ben Taieb, Souhaib, Taylor, James, and Hyndman, Rob.

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lixixibj/fable Fork of tidyverts/fable

Tidy time series forecasting

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lixixibj/tsDyn Fork of MatthieuStigler/tsDyn

tsDyn

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lixixibj/tvReg Fork of icasas/tvReg

R package to estimate time-varying coefficient regressions

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lixixibj/sktime Fork of sktime/sktime

A unified framework for machine learning with time series

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lixixibj/bvarsv Fork of FK83/bvarsv

Analysis of the Primiceri (REStud, 2005) model

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lixixibj/msETS

A method of ETS model components selection framework considering local and global information of time series

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lixixibj/darima Fork of xqnwang/darima

Distributed ARIMA Models

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lixixibj/talk-slides

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lixixibj/latex-course Fork of gcapes/latex-course

These are the course notes to go with thesis-latex-manc.

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lixixibj/M5-methods Fork of Mcompetitions/M5-methods

Data, Benchmarks, and methods submitted to the M5 forecasting competition

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lixixibj/forecast Fork of robjhyndman/forecast

forecast package for R

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lixixibj/M4-methods Fork of Mcompetitions/M4-methods

Data, Benchmarks, and methods submitted to the M4 forecasting competition

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lixixibj/FFT Fork of lancastercmaf/FFT

Friday Forecasting Talks materials

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lixixibj/customxgboost Fork of pmontman/customxgboost

Custom version of xgboost R package adding customized multiclass objective functions

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lixixibj/eat_pytorch_in_20_days Fork of lyhue1991/eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

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lixixibj/SeaNMF Fork of tshi04/SeaNMF

Short Text Topic Modeling

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