TripleEss
BTech Electrical engineering IUST J&K MSc Data Science Skolkovo Institute of Science and Technology, Moscow
Pinned Repositories
conjugate-gradient
Some simple examples for showing how does conjugate gradient method work on the system of linear equations. Blog post: https://medium.com/p/7f16cbae18a3
ConvLSTM_PyTorch
MOR-using-Opt-Algs
Model Order approximation using zero order optimization algorithms
NLA_proj_MOR_for_CIRCUITS
Model Order reduction (Balanced Truncation)
notes
Contains Example Programs and Notebooks for some courses at Bogazici University, Department of Computer Engineering
PRMLT
Matlab code for machine learning algorithms in book PRML
QComputing
stock-and-pm2.5-prediction-using-TFT
time series forecasting using TFT with stock dataset and pm2.5 dataset
TripleEss's Repositories
TripleEss/conjugate-gradient
Some simple examples for showing how does conjugate gradient method work on the system of linear equations. Blog post: https://medium.com/p/7f16cbae18a3
TripleEss/ARBInterp
Tricubic and quadcubic spline interpolation for 3D and 4D vector and scalar fields
TripleEss/arxiv-sanity-lite
arxiv-sanity lite: tag arxiv papers of interest get recommendations of similar papers in a nice UI using SVMs over tfidf feature vectors based on paper abstracts.
TripleEss/ATT-miss
Streaming Tensor-Train Decomposition with Missing Data
TripleEss/awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
TripleEss/CP-ALS-QR
This repository contains MATLAB codes for CP tensor decompositions that use the more stable QR decomposition for problems with ill-conditioning
TripleEss/Data
Data files
TripleEss/Deep-Learning
Course: Deep Learning
TripleEss/DVAE
Official implementation of Dynamical VAEs
TripleEss/EfficientNet-PyTorch
A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)
TripleEss/generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
TripleEss/HierarchicalNeuralFinancialForecasting
Project for Models of sequential data course at skoltech 2021
TripleEss/Machine_Learning_Models
Implementing Machine Learning Models using Python, Cython, C and Fortran
TripleEss/manopt
Manopt, a Matlab toolbox for optimization on manifolds
TripleEss/MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
TripleEss/Misc
TripleEss/MY_CV
TripleEss/nla2021
The repository for Skolech NLA2021
TripleEss/OptML_course
EPFL Course - Optimization for Machine Learning - CS-439
TripleEss/Point-Spatio-Temporal-Convolution
Implementation of the "PSTNet: Point Spatio-Temporal Convolution on Point Cloud Sequences" paper.
TripleEss/python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
TripleEss/pytorch-Deep-Learning
Deep Learning (with PyTorch)
TripleEss/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
TripleEss/scikit-hts
Hierarchical Time Series Forecasting with a familiar API
TripleEss/Survey_AI_Drug_Discovery
TripleEss/tensor-decomposition-in-python
A short tutorial on implementing Canonical Polyadic (CP) tensor decomposition in Python
TripleEss/TianChi_AIEarth
TianChi AIEarth Contest Solution
TripleEss/tntorch
Tensor Network Learning with PyTorch
TripleEss/TransVAE
A Transformer Based VAE Architecture for De Novo Molecular Design
TripleEss/what-is
Important concepts in numerical analysis and related areas