- San Jose, California
- https://www.linkedin.com/in/derek-lilienthal/
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Python-Function-Commenter
Python-Function-Commenter PublicIn this repository, I create an encoder-decoder machine learning model using RNN and Transformer architectures to generate comments when given a Python function.
Jupyter Notebook
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Who-What-When-and-Where-are-the-Data-Scientist-Jobs
Who-What-When-and-Where-are-the-Data-Scientist-Jobs PublicThis repository contains an HTML dashboard to tell a story about WHO is hiring, WHEN are you ready, WHAT do you need to know, and WHERE are the Data Scientists jobs. The data presented was all web …
HTML
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Visualizing-Pneumonia-using-Deep-Learning
Visualizing-Pneumonia-using-Deep-Learning PublicIn this repository, I implement a deep convolutional model and visualize the predictions using the Grad-CAM Visualization method on chest X-rays of patients with and without Pneumonia. I am able to…
Jupyter Notebook
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Multiclass-Text-Classification-with-DistilBERT-on-COVID-19-Tweets
Multiclass-Text-Classification-with-DistilBERT-on-COVID-19-Tweets PublicI implement a deep learning network to classify COVID-19 Tweets into 5 categories and 3 categories using DistilBERT (a lighter version of BERT) as an embedding layer along with an LSTM and Dense La…
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Multi-Label-Classification-Tutorial-for-NLP
Multi-Label-Classification-Tutorial-for-NLP PublicThis repository contains a Jupyter notebook showing how to do Multi-Label Classification for NLP using the Scikit-Learn Library
Jupyter Notebook 1
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Watsonville-Environmental-Science-Workshop-Survey-Visualizer
Watsonville-Environmental-Science-Workshop-Survey-Visualizer PublicSimple time-series data visualizer using Streamlit
Python
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