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Steven Hastings's Projects

canvasclassifier icon canvasclassifier

An application that takes in user drawn letter as input and predicts the letter displayed in probability bar chart form.

chirp-2023 icon chirp-2023

The BirdCLEF 2023 competition on Kaggle is a machine learning competition focused on identifying bird calls in soundscapes. The goal of the competition is to develop models that can accurately classify bird species present in audio recordings of natural soundscapes from around the world.

dns-challenge icon dns-challenge

This repo contains the scripts, models and required files for the Interspeech 2020 Deep Noise Suppression (DNS) Challenge. We are open sourcing clean speech and noise files as well. Participants of this challenge will use the scripts from this repo to create data to train their noise suppressors. They will compare their method with our baseline noise suppressor and report the results.

docs icon docs

The open-source repo for docs.github.com

ds_workshops icon ds_workshops

Collection of Data Science Workshops lead by Robert Sharp put into jupyter/colab notebooks

githasty-0321.github.io icon githasty-0321.github.io

:sparkles: Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll

imdb_games icon imdb_games

User input game based on the pop-culture twist to the theory that everybody can be connected in 6 or less degrees of separation

madmom icon madmom

Python audio and music signal processing library

pandas-stevenhastings icon pandas-stevenhastings

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pathsofglory-datascience icon pathsofglory-datascience

I notebook I am continually adding to to keep track of my MOOCs, Certificates, and other non-traditional education as I journey toward becoming a Data Scientist. . . Among other things.

spacex-api icon spacex-api

:rocket: Open Source REST API for SpaceX launch, rocket, core, capsule, starlink, launchpad, and landing pad data.

tanzanian-water-pumps-and-a-data-revolution icon tanzanian-water-pumps-and-a-data-revolution

Derived from a competition put on by DrivenData: a company that holds international competitions based on statistical modeling in order to gather data for and improve solutions for the common good. In this case the common good is life and sustainability throughout the Eastern Coastal country of Africa "Tanzania"

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