Renat Sergazinov's repositories
latent_ode_cgm
Implementation of the Latent ODE (https://github.com/YuliaRubanova/latent_ode) for continuous glucose monitor (CGM) data.
particle-force-cnn
Reconstruction of forces from images of photoelastic particles
mrsergazinov.github.io
Personal website
rcpp-modules-bank-account
Rcpp: Export a C++ Class into R using Rcpp Modules. Example given by constructing a bank account class and exporting it into R
covdepGE
A covariate-dependent approach to Gaussian graphical modeling in R
ETDataset
The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.
hierarchical-bayes-centering
Exploration of centering issues in the hierarchical Bayes models
Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
keras-mmoe
A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)
LLaVA
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
makemore
An autoregressive character-level language model for making more things
ml_tutor
Machine Learning Tutor Python library
multi-output-glucose-forecasting
The code used for the paper Deep Multi-Output Forecasting: Learning to Accurately Predict Blood Glucose Trajectories published in KDD 2018
NVAE
The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)
pytorch-forecast-test
Testing pytorch forecast on glucose data
r_jive
Implementation of AJIVE in R
tft
Clone of tft of google research
Time-Series-Library
A Library for Advanced Deep Time Series Models.
Transformer_Timeseries
Pytorch code for Google's Temporal Fusion Transformer