Robert (Munro) Monarch (@rmunro)
github

rmunro

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  • Stars
    star
    1,021
  • Global Rank 29,954 (Top 2 %)
  • Followers 156
  • Following 5
  • Registered almost 15 years ago
  • Most used languages
    Python
         63.6 %
    CSS
         18.2 %
    Jupyter Notebook
         9.1 %
    HTML
         9.1 %
  • Location 🇺🇸 United States
  • Country Total Rank 9,587
  • Country Ranking
    Python
         1,492
    CSS
         3,705

Top repositories

1

pytorch_active_learning

PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book
Python
896
star
2

active_learning_imagenet

Coding exercise to extend tensorflow for imagenet to active learning, for use in a job interview or similar.
Python
27
star
3

uncertainty_sampling_numpy

NumPy implementations of common Active Learning strategies for Uncertainty Sampling
Python
26
star
4

unicode_image_generator

Generates an image for every unicode character
Python
16
star
5

active_learning_class

Code for class on Deep Active Learning and Annotation
Python
15
star
6

disaster_response_messages

This dataset contains 25,000 messages drawn from events including an earthquake in Haiti in 2010, floods in Pakistan in 2010, super-storm Sandy in the U.S.A. in 2012, and news articles spanning a large number of years and 100s of different disasters. The data has been encoded with 38 different categories related to disaster response and has been stripped of messages with sensitive information in their entirety.
11
star
7

headlines

Practical example from Human-in-the-Loop Machine Learning book
CSS
8
star
8

annotation_imagenet

Coding exercise to extend to create an annotation tool for ImageNet labels on Machine Learning output
HTML
6
star
9

food_safety

Practical example from Human-in-the-Loop Machine Learning book
CSS
5
star
10

bicycle_detection

Practical example from Human-in-the-Loop Machine Learning book
Python
5
star
11

deep_learning_course

Jupyter Notebook
2
star
12

gender_augmentation

human-in-the-loop synthetic data generation to augment the universal dependencies corpus with gender-balanced independent possessive pronouns
Python
1
star
13

chichewa

Morphological parser for the Chichewa language
1
star