Danila K's Projects
3D non-order specified LLDDM-resnet pseudo-diffeomorphic net implementation in Tensorflow.
Github Profile
Personal website
Repo for deploying data visualisation app for Bangladeshi Covid-19 data to Heroku
🦠 Django + Plotly Coronavirus dashboard. Powerful data driven Python web-app, with an awesome UI. Contributions welcomed! Featured on 🕶Awesome-list
Image registration for diffeomorphically comparable shapes via neural nets. (paper implementation, done with Tensorflow).
Draft of the fastai book
Custom (paper) implementation for fourier neural nets - implementing max pooling in the fourier basis for increased efficiency.
A one-page proof of Fermat's Last Theorem for the case n=3.
Hinton's forward forward discriminative model in Pytorch
Improving neural net convergence speeds via post-activation invariant actions with respect to the loss function.
I try to re-remember how to use git
Harmonic Neural networks implementation in tensorflow
Portable corn crop yield predictor for farmers in Illinois. Purposefully designed to use inexpensive priors, with built-in functionality to use more.
Algorithmically generated image dataset
A simple unsupervised image clustering library. Offers Neural embeddings with a MobileNetV2, HOG feature descriptors, PCA/LLE/Spectral dimensionality reduction schemes, KMeans clustering, and a WSS dispersion-based cluster elbow test.
Prisoner Dilemma exposé, including dominant, noisy, isolatory, extortionate, and self-made strategies.
Microprocessor-aware time series stock predictor using deep learning. 'In-house' the quickest and most accurate stock predictor of the 2021 Algothon competition.
Personal endeavours with PatrickMassot's lean-tutorials
Performs edge detection live on user video input
A (nearly) no-CSS, fast, minimalist Jekyll theme.
Neural nets from scratch using NumPy.
Test of matplotlib functionality over at Heroku
My solutions to some version of the real number game
A mini RL library implementing RL learners on OpenAI environments
I play with rings in the lean theorem prover
Applies structure adaptive filtering to an input image.
Render Web app which recognises each of snow white's seven dwarfs from pictures using deep learning
Geo-temporal tropical cyclone associator and automated regressor/classifier on US Naval Research Laboratory's ~2000s weather data.
code for custom resnet18 implementation in tensorflow