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Possible areas of exploration:
- Feature selection
- Feature transformation
- Feature crosses
Relevant papers:
- https://arxiv.org/pdf/1709.07150.pdf
- https://hal.inria.fr/inria-00484049/docu…
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## Overview
As a form builder, I would like provide an input that allows the user to enter an undetermined number of input fields, so that I can collect information where the answers might vary fro…
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Issue 1: Data Collection
* Title: Improve data collection process
* Description: Currently, the data collection process for customer churn prediction is manual and time-consuming. We need to exp…
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Feature to automate a variety of tasks associated with training a predictive machine learning model to generate market forecasts given a set of input signals. In general, this aims would be a sandbox …
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### Ticket Contents
## Description
The `/geo` [api](https://project-healthcare.onrender.com/openapi.json) returns a list of facilities. The following attributes should be included in the respons…
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:red_circle: **Title** : Automated Essay Scoring System
:red_circle: **Aim** : Create a system to automatically score essays using NLP techniques.
:red_circle: **Brief Explanation** :
- Colle…
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# Feature Engineering
## Reference
- [[slides]-automated-feature-engineering-for-predictive-modeling.pdf](https://github.com/junxnone/tech-io/files/4902046/slides.-automated-feature-engineerin…
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**Is your feature request related to a problem? Please describe.**
A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]
-> 1. Frustrating to craft Dielectric …
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# Project Status Overview
### Project Objective:
- Implement the ability to perform automated testing within individual features instead of having to run it for the entire app
- Educate and trai…
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Notes
-Investigate deep learning frameworks with a ‘memory’ component. LSTM will be the first framework we investigate
-Explore dimensionality reduction techniques such as PCA and autoencoder
-consid…