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Mahdieh Zabihimayvan's Projects

analising-my-college-grades-with-jupyter-notebook-and-pyspark icon analising-my-college-grades-with-jupyter-notebook-and-pyspark

This is just a little project to practice PySpark + Jupyter + Pandas. In this project I created a simple Jupyter notebook and use PySpark to read a csv file with my college grades into a DataFrame (df). Then I use the df data to do some transformations and Pandas to plot the results.

compose icon compose

Define and run multi-container applications with Docker

cors-planner icon cors-planner

📆 Powerful and elegant university timetable builder (NUS and NTU)

covid-19-project icon covid-19-project

The main focus of this project is to visualize the spreading of the virus country-wise as well as globally, and to perform Linear regression, Support vector machine, Multilayer perceptron, Ensemble methods, etc., on the COVID-19 data to anticipate the future effects of the pandemic. Moreover, we are going to study the impact of some parameters such as geographic conditions, economic statistics, population statistics, life expectancy, etc., in prediction of COVID-19 spread.

dark-bert icon dark-bert

🧠 Using large language models to classify dark net documents in a zero-shot learning enviornments.

dbpedia-spotlight icon dbpedia-spotlight

DBpedia Spotlight is a tool for automatically annotating mentions of DBpedia resources in text.

dbpedia-spotlight-model icon dbpedia-spotlight-model

DBpedia Spotlight is a tool for automatically annotating mentions of DBpedia resources in text. Improving Efficiency and Accuracy in Multilingual Entity Extraction approach

dmn-tensorflow icon dmn-tensorflow

Dynamic Memory Networks (https://arxiv.org/abs/1603.01417) in Tensorflow

gale-shapley-algorithm icon gale-shapley-algorithm

This is an implementation of Gale-Shapley algorithm as an especial solution of stable marriage problem by MATLAB with GUI.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

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