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Alaena Roberds
Alaena Roberds

3 Followers

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Apr 19, 2021

Perfecting Prismia Clustering via Deep Learning, Part 3

By Jackson Brandberg, Ilina Mitra, and Alaena Roberds Review of previous work: Over the past few weeks, we have been working to improve sentence embeddings through deep learning to eventually improve message clustering in Prismia, an ed-tech virtual chat interface that allows students and instructors to have dynamic interactions over course material. In Part…

Deep Learning

10 min read

Perfecting Prismia Clustering via Deep Learning, Part 3
Perfecting Prismia Clustering via Deep Learning, Part 3
Deep Learning

10 min read


Apr 12, 2021

Perfecting Prismia Clustering via Deep Learning, Part 2

by Jackson Brandberg, Ilina Mitra and Alaena Roberds Review of week 1: Last week, we performed some preliminary exploratory data analysis as a first step to enhancing the Prismia, a virtual chat interface that allows students and instructors to have dynamic interactions over course material. You can read more about the steps we took…

5 min read

Perfecting Prismia Clustering via Deep Learning
Perfecting Prismia Clustering via Deep Learning

5 min read


Apr 5, 2021

Perfecting Prismia Clustering via Deep Learning

by Alaena Roberds, Ilina Mitra and Jackson Brandberg Background and context: Prismia is a virtual chat interface that allows students and instructors to have dynamic interactions over course material. It was mainly created to fill a gap in what most other classroom evaluators lack. Alternatives like iClicker and LearningCatalytics are pretty limited to…

Deep Learning

6 min read

Perfecting Prismia Clustering via Deep Learning
Perfecting Prismia Clustering via Deep Learning
Deep Learning

6 min read


Mar 20, 2021

Detecting Cassava Leaf Disease, Part 3

by Jackson Brandberg, Ilina Mitra, and Alaena Roberds View our Google Colab notebook! Review: As introduced in the first blog post in this series, Cassava is an extremely important crop in Africa as it represents the second-largest provider of carbohydrates. As this crop is so vital, not only to the people…

7 min read

Detecting Cassava Leaf Disease, Part 3
Detecting Cassava Leaf Disease, Part 3

7 min read


Mar 16, 2021

Detecting Cassava Leaf Disease, Part 2

by Ilina Mitra, Jackson Brandberg and Alaena Roberds Review In the first post of this series, we introduced the Cassava Leaf Dataset from Kaggle and our goal to use Convolution Neural Nets (CNNs) to classify images of cassava leaves as either healthy or as possessing a certain disease (of five different…

8 min read

Detecting Cassava Leaf Disease, Part 2
Detecting Cassava Leaf Disease, Part 2

8 min read


Feb 20, 2021

Detecting Cassava Leaf Disease, Part 1

by Jackson Brandberg, Ilina Mitra, and Alaena Roberds Cassava is one of Africa’s most important plants. It is the second-largest provider of carbohydrates (Kaggle) and is crucial to the livelihood of a large percentage of African farmers. …

Image Classification

3 min read

Detecting Cassava Leaf Disease, Part 1
Detecting Cassava Leaf Disease, Part 1
Image Classification

3 min read


Nov 21, 2020

A meme tricked my natural neural network

I was recently down a dark, social media rabbit hole when I came across this post: Clearly in no rush to finish my work, and dedicated to beating this puzzle, I stared at the image for some time. But the image was tricking my brain and I grew frustrated. Sure…

10 min read

A meme tricked my Natural Neural Network
A meme tricked my Natural Neural Network

10 min read

Alaena Roberds

Alaena Roberds

3 Followers

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