Sylwia Mielnicka's repositories

xgboost-AutoTune

Wrap-up to automatically tune xgboost in Python.

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Plotly-Sliders-and-Dropdown-menus

Easy example how to use sliders and dropdown menus. Detailed example in my blog post: https://sylwiamielnicka.com/blog/advanced-plotly-sliders-and-dropdown-menus/

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pytorch-add-image-features

Add image features (ex. remote sensing indexes) to Pytorch dataset.

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uk-photovoltaics-map

Daily pull UK solar panels data and visualise them using Mapbox & Leaflet.

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Decision-tree-random-forest-xgboost-comparison

My undergraduate dissertation code comparing the performance of decision trees, random forest and xgbbost in solving regressoin problem based on Kaggle 'House Prices' competition.

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Serengeti_AWS_Prediction

Python + Pytorch + Boto3 + Docker to predict images on AWS EC2.

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dockerapp

Source code for James Lee's Docker course

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fastai-v3

Starter app for fastai v3 model deployment on Render

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Global-Warming-in-Poland---Heatmap

D3 visualization showing temperature growth in the cities in Poland.

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jibjib-model

Machine learning model for bird songs recognition

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memo-game

Memo C# & Unity game

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plotly.py

An open-source, interactive graphing library for Python (includes Plotly Express) :sparkles:

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recipie-app-api

Recipie app courcecode (from https://www.udemy.com/course/django-python-advanced cource)

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Serengeti_deployment

Visual GUI to upload and predict an image form Serengeti Dataset.

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word_cloud

Fork of repository used in my blog post: https://sylwiamielnicka.com/blog/it-skills-wanted/

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