ppmi
Here are 15 public repositories matching this topic...
Analysis of Parkinson's Progressive Markers Initiative Data
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Jun 29, 2022 - Jupyter Notebook
An implementation of (Chambers and Jurafsky, 2008), using updated machine learning models, and different training data domains for an independent study at the University of Pennsylvania.
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Dec 8, 2022 - Python
In this paper we compare and evaluate two simple embedding models which can be constructed directly from a given co-occurrence matrix extracted from Twitter data; Positive Pointwise Mutual Information (PPMI), and Hellinger Principal Component Analysis (H-PCA). For each embedding model we consider three alternative metrics for word similarity: co…
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Mar 21, 2021 - Jupyter Notebook
The project strives to predict the risk of Parkinson's Disease progression in the patient based on the evaluation of baseline motor and non-motor symptoms of the patients via machine learning approach.
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Oct 19, 2020 - Jupyter Notebook
Parkinson's Progression Marker Initiative data science challenge, 2016
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Feb 24, 2017 - R
Effects of MRI scanner manufacturers in classification tasks with deep learning models
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Feb 13, 2024
意味表現学習
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Mar 12, 2017 - Jupyter Notebook
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Mar 11, 2021 - Jupyter Notebook
This project focuses on text mining "The Big Bang Theory" scripts, covering 10 seasons. Participants preprocess character dialogues, analyzing sentence/word counts, noun/person name mentions, important words per episode/season, and word co-occurrence. (Part of Evaluation of Text Mining-KUL [G00C8a])
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Dec 13, 2023 - Jupyter Notebook
My thesis work. Data processing on Google Drive. Here are only scripts and key findings.
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May 7, 2021 - R
🧮 Python package to construct word embeddings for small data using PMI and SVD
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Oct 25, 2020 - Python
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