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Utopia / dantro
GNU General Public License v3.0 or laterdantro is a python package for handling, transforming, and visualizing hierarchically organized data.
Integrated into data-intensive projects, it supplies an easy way to define a customizable, configuration-based data processing pipeline. See utopya for an example.
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Prediction of age from X-Ray images of hand bones using deep learning models. We used 3 models: Shallow, ResNet50, and InceptionV4. The best result achieved was with a mean absolute error of 10 months using InceptionV4. The preprocessing of data included computer vision techniques like CLAHE filter and reducing channels, and also creativities such as using the Google MediaPipe library to detect hands and crop on them.
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This Car Prediction Project aims to predict v price, using Regression models. The project contains a collection of data files, model files, and Python scripts necessary for training and deploying car prediction Price models. This project encompasses a comprehensive set of data files, serialized models, and Python scripts necessary for training, evaluating, and deploying car price prediction models.
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Program monitors selected region of the screen and detects blue quadrangles.
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Library for parsing and storing University of Wyoming sounding into HDF5 files. Original code developed by Philip Austin.
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Machine Learning Basics - implementation of: loss functions (cross entropy loss, L1 loss, L2 loss, hinge loss), regularizations (L1 regularizer, L2 regularizer, early stopping), gradient check, optimizers, training a simple deep model.
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A simulation of classical (mathematical) billiards. / Symulacja klasycznych bilardów (matematycznych). Python + NumPy + Matplotlib
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Zac Champion / Shout KID
GNU General Public License v3.0 onlyTerminal application with python 3. Fetches records from chat site with selenium webdriver. Saves records from chat site in human-readable and script-usable format, compiles statistics from chat conversations, and serves me with invoices.
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