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fhalamos's Projects

anti_smartphone_move icon anti_smartphone_move

Send text messages to your twilio phone number and receive a text with your g calendar events of the day. Also receive the weather and send auto-emails to your gmail account.

cnn-from-scratch icon cnn-from-scratch

convolutional neural network from scratch using numpy. also implementations with pytortch on some computer vision challenges

crime-chicago icon crime-chicago

Small data analysis on crime data from https://data.cityofchicago.org/. Visualize in chicago_crime.ipynb

deepspeech icon deepspeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

eviction-va icon eviction-va

ML Project to predict tracts with high risk of eviction in state of Virginia

final-report icon final-report

Submit your assignment here (see workflow in the syllabus for help)

homelessness-usa icon homelessness-usa

Data visualizations of homelessness in USA using R-ggplot2 https://fhalamos.github.io/Homelessness-USA/

imse3019-shopapp icon imse3019-shopapp

Smart Card System for Parking Managing (group project of IMSE3019 - HKU)

largescalecomputing_a20 icon largescalecomputing_a20

This is the course repository for the Autumn 2020 iteration of MACS 30123 "Large-Scale Computing for the Social Sciences" at the University of Chicago.

ml-pipeline icon ml-pipeline

Machine Learning Pipeline for classification, and use case for predicting if projects from donorschoose will not be funded in 60 days. Reference challenge: https://www.kaggle.com/c/kdd-cup-2014-predicting-excitement-at-donors-choose

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