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diandiaye's Projects

pythonmikkeli icon pythonmikkeli

Data Science Course Materials for Aalto University in Mikkeli

sentence-vae icon sentence-vae

PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

team-members-section icon team-members-section

Team members section for your website. Initially hide the description/overview of the team members and only display the description/overview about the specific team member once someone click on a specific team member's profile photo or name. Very light weight, fast loading and responsive web page for team members section. Easily convert it as WordPress template or create a new Custom Post Type so you can add team members very easily from your WordPress Dashboard.

tf_idf_tutorial icon tf_idf_tutorial

For building any natural language models, the key challenge is how to convert the text data into numerical data. As the machine learning or deep learning models don’t understand the text data.Here we work with the TF-IDF method which is short for “term frequency–inverse document frequency”. This TF-IDF method is the popular word embedding technique used in various natural language process tasks.

titanic-eda icon titanic-eda

Exploratory Data analysis of the Titanic disaster dataset

vae icon vae

Example of vanilla VAE for face image generation at resolution 128x128 using pytorch.

wine icon wine

wine prediction dataset

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