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Sebastian Laverde Alfonso's Projects

argument_political_membership icon argument_political_membership

Voice Based Argument Search using Alexa and args.me. Argument Political Membership mining debates between members of the Cadanian House of Commons

basic_data_analysis_and_lms icon basic_data_analysis_and_lms

Fisher’s Iris data set. Python program that reads the data set into memory and computes the mean, minimum and maximum of the petal width, petal length, sepal width and sepal length attributes for each of the three species of flower. Scatter plot that shows the petal length attribute on the x-axis, and the sepal length attribute on the y-axis. With a subset of the Iris data that contains only the sepal length attribute, and only the setosa and virginica classes a scatterplot is drawn showing the attribute on the x-axis and the class on the y-axis. Using the LMS algorithm the weight vector (w0, w1) is computed and add the line of best the plot.

deep_learning_explorations icon deep_learning_explorations

Codes and experiments while learning and exploring deep learning for personal curiosity by doing online courses, personal projects and work.

fine-tuning-zero-shot-textclasification-api icon fine-tuning-zero-shot-textclasification-api

API built with FastAPI on top of HuggingFace API's pipeline and model-hub services. Users can make arbitrary category + arbitrary text classification and correct the prediction and add training data for fine-tuning.

httpie icon httpie

🥧 HTTPie for Terminal — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.

models icon models

Models and examples built with TensorFlow

multivariate-time-series-classification icon multivariate-time-series-classification

Tools for time-series exploratory data analysis, cleaning and preparing for machine learning applications + rapid-prototyping time-series classification models and applications.

pysyft icon pysyft

A library for answering questions using data you cannot see

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