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Mahwish Irshad's Projects

adventofcode icon adventofcode

My Advent of Code solutions. I also upload videos of my solves: https://www.youtube.com/channel/UCuWLIm0l4sDpEe28t41WITA

azanvis icon azanvis

Visualize Azan locations around the world using kepler.gl and compute stats.

deep-learning-for-hackers icon deep-learning-for-hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

examples icon examples

Example deep learning projects that use wandb's features.

geo-spatial-data-analysis icon geo-spatial-data-analysis

Geo spatial data analysis of the data given by the "Department of Environmental Conservation" in the state of New York.

nn-svg icon nn-svg

Publication-ready NN-architecture schematics.

pythonnumericaldemos icon pythonnumericaldemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

ssd_keras icon ssd_keras

A Keras port of Single Shot MultiBox Detector

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