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Name: Danila K

Type: User

Bio: MSc AI student at Imperial College.

Welcome ✨✨ Here I post some of my projects. I hope to add more as time comes.

Paper implementations 🌱

Hackathons 💬

Other 🔭

Danila K's Projects

3d_diffeomorphic_nnets

3D non-order specified LLDDM-resnet pseudo-diffeomorphic net implementation in Tensorflow.

bd-covid19-dash-app

Repo for deploying data visualisation app for Bangladeshi Covid-19 data to Heroku

covid19-dashboard

🦠 Django + Plotly Coronavirus dashboard. Powerful data driven Python web-app, with an awesome UI. Contributions welcomed! Featured on 🕶Awesome-list

diffeomorphic_registration

Image registration for diffeomorphically comparable shapes via neural nets. (paper implementation, done with Tensorflow).

fcnns

Custom (paper) implementation for fourier neural nets - implementing max pooling in the fourier basis for increased efficiency.

flt3

A one-page proof of Fermat's Last Theorem for the case n=3.

forward-forward

Hinton's forward forward discriminative model in Pytorch

gradient_teleportation

Improving neural net convergence speeds via post-activation invariant actions with respect to the loss function.

hnns

Harmonic Neural networks implementation in tensorflow

illinois-crop-yield

Portable corn crop yield predictor for farmers in Illinois. Purposefully designed to use inexpensive priors, with built-in functionality to use more.

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.

inf_itgames

Prisoner Dilemma exposé, including dominant, noisy, isolatory, extortionate, and self-made strategies.

latency_champ

Microprocessor-aware time series stock predictor using deep learning. 'In-house' the quickest and most accurate stock predictor of the 2021 Algothon competition.