Sean Hobin (AbstractMonkey)

AbstractMonkey

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Location:Minneapolis, MN

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Sean Hobin's starred repositories

sed-crnn

Single and multichannel sound event detection using convolutional recurrent neural networks. DCASE 2017 real-life sound event detection winning method.

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ssqueezepy

Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python

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detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

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simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

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vision

Datasets, Transforms and Models specific to Computer Vision

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tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

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faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

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crnn.pytorch

Convolutional recurrent network in pytorch

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Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

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github-action-sbt

Github Actions support for building SBT projects

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book

A Book about Pythonic Application Architecture Patterns for Managing Complexity. Cosmos is the Opposite of Chaos you see. O'R. wouldn't actually let us call it "Cosmic Python" tho.

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Udacity-ML-Capstone

Udacity 2018 Machine Learning Nanodegree Capstone project

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iPlug2

C++ Audio Plug-in Framework for desktop, mobile and web

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Data-Science-for-COVID-19

DS4C: Data Science for COVID-19 in South Korea

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pandas_flavor

The easy way to write your own flavor of Pandas

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pdvega

Interactive plotting for Pandas using Vega-Lite

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pyjanitor

Clean APIs for data cleaning. Python implementation of R package Janitor

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qs_ledger

Quantified Self Personal Data Aggregator and Data Analysis

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CheatSheets

Simple Cheat Sheets I've Made While Learning Data Science At Lambda

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contourtool

Read data from Contour Next USB blood glucose meters

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decoding-bayer

hacking diabetes: bayer contour, nextlink protocols

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gTTS

Python library and CLI tool to interface with Google Translate's text-to-speech API

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mat2vec

Supplementary Materials for Tshitoyan et al. "Unsupervised word embeddings capture latent knowledge from materials science literature", Nature (2019).

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DataVisualization

Tutorials on visualizing data using python packages like bokeh, plotly, seaborn and igraph

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tflearn

Deep learning library featuring a higher-level API for TensorFlow.

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