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adjustedmape

Introduction to AMAPE, the regression quality metric that I use for evaluating and comparing models.

ansnorm_similarity

Determining the distance (dissimilarity) between two vectors: showcase of problems in classic approaches and the solution - AnsNorm distance combining the advantages of euclidean and cosine distances.

downloading_fields_with_leafletjs

Minimalistic prototype with intention of further edge detection. Functionality to access the map tile image is commented out in mapInit.js. Run server.py first.

earthengine-api

Python and JavaScript bindings for calling the Earth Engine API.

game_of_life

AI-based Game Of Life prediction project with Sukiboo

gmmiloss

Differentiable Mutual information Loss with pytorch

gui_kivy_cat_feb2018

gui_kivy_chessboard_apr2018

Interactive board for beginner chess lessons. Works with multitouch interactive whiteboards.

gui_kivy_goroda_dec2018

hello_django

First steps in Python Django. Based on tutorials by CoreyMSchafer.

hello_lstm

How to start using LSTM in time series predictions.

js-chart-from-json-file

maen

neural_regressor

Building a Neural Network for regression. Better generalisation than default XGBoost and works with SIN waves better than SVR.

nn-weights-viz

A package for visualizing neural network weights

notes

Notes that might be found useful

onepxlart

Automated generator of the content for OnePxlArt at opensea.io

reading_hdf_geodata

snippet illustrating handling geodata (e.g. NASA: https://modis.gsfc.nasa.gov/data/)

scratch

sin-activated_neural_network_for_time_series_forecasting

What if use sin activation for predicting waves? Here you can find: 1) wave data generator 2) sin-based nn 3) tests both on a sin wave and on the real data

skillquery

sktime_prophet_test

Raw test of the Prophet model. Tuning is to be done on actual data.

spark-google-colab-examples

Google Colab Examples

tft_with_darts

Assessing the Temporal Fusion Transformer (TFT) implementation in DARTS library from the beginner's point of view.

thesaurus

Short snippet with code and data for the tasks requiring English synonyms

training

Training Scripts copy made 15.06.2020 after merging maths, russian and eng

wain22_sim_env

Simulated Environments for WAIN22

working_with_yandexweatherapi

Sample snippet showcasing how to get a sample response from the Yandex Weather API (provided that you have a token which can be taken at https://developer.tech.yandex.ru/services/18)