Ivan Kakhaev's Projects
Adaptive-median image filter in pure python - use with
Small project on building split wireless keyboard.
Recreation and ablation study of paper: Simple random search of static linear policies is competitive for reinforcement learning
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
Arduino CC MIDI controller for VCV Rack 2
PyTorch implementation of ``CoT: Cooperative Training for Generative Modeling of Discrete Data''
Implementation cross validation from scratch using SVM as model
Taking NeRF apart, one function at a time
Digit detection on SVHN dataset using Faster_RCNN
Code for our NeurIPS 2019 paper "Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models"
Dynamic NeRF but fast. (wip)
Draft of the fastai book
fork of FEDformer
Fisher linear discriminant and Logistic regression, from scratch in python numpy
health_line_bot
Holo-Hilbert spectral analysis in python
3 types of Huffman coding: Original, Minimum Variance, Extended
Sort all pixels in image by value
Image super resolution using RRDN
Download images and video from Instagram (yes this one where many images in one post too)
Image retrieval
Image classifier for ISIC dataset
Main page
Code for 3rd place solution in Kaggle Human Protein Atlas Image Classification Challenge.
Layers from papers
linear regression implemented from scratch in numpy
Tutorials for different architectures of networks, on PyTorch 1.5.0