- 👋 Hi there! I’m @maryamdaniali
- 👀 I’m interested in machine learning models that are robust to bias and out-of-distribution
- 🌱 I’m currently working on applications of NLP and LLMs in the clinical world.
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Children's Hospital of Philadelphia
- in/maryamdaniali
Popular repositories Loading
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TimeSeries-VAE-Anomaly-Detection
TimeSeries-VAE-Anomaly-Detection PublicSample code for anomaly detection using autoencoder neural networks (LSTM auto-encoder and LSTM VAE) on time series data.
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phenotype_embedding
phenotype_embedding PublicCode for embedding human phenotype ontology (HPO) using Node2Vec and incorporating phenotype frequencies from a hospital-size dataset. Showcased in the linked paper.
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CS530-Developing-User-Interfaces
CS530-Developing-User-Interfaces PublicA web-based recipe advisor!
HTML
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NeuromatchAcademy
NeuromatchAcademy PublicNMA 2020 solved tutorials as well as the final project (classifying mice behavior & actual response based on its neural activities)
Jupyter Notebook
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Face-detection-out-of-distribution
Face-detection-out-of-distribution PublicChallenging a standard CNN model in face detection out of distribution, ethnicity- and gender-bias test.
Python
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