Pinned

1. Fine-tune-BERT-for-sentiment-analysis Fine-tune-BERT-for-sentiment-analysis Public

   BERT is an NLP model developed by Google Research in 2018, after its inception it has achieved state-of-the-art accuracy on several NLP tasks. This notebook demonstrates fine tuning BERT for sentim…

   Jupyter Notebook

2. Data-crawler-for-imdb-top-250-movies Data-crawler-for-imdb-top-250-movies Public

   Scrape movie titles, release year, director, cast, rating, users rated, and href from https://www.imdb.com/chart/top/?ref_=nv_mv_250 using Python and Beautiful Soup.

   Jupyter Notebook

3. High-throughput-file-search-engine High-throughput-file-search-engine Public

   This is a "happy wife, happy life" project. My wife's work involves repetitive and tiresome file searches on her hard drive. To bring more joy and efficiency into her work life, I've developed an i…

   Python

4. Build-a-chatbot-powered-by-GPT-3.5-using-Streamlit Build-a-chatbot-powered-by-GPT-3.5-using-Streamlit Public

   https://chatbot-v2.streamlit.app/

   Python

5. Calculate-semiconductor-chip-yield-against-defect-density-with-Monte-Carlo-simulation Calculate-semiconductor-chip-yield-against-defect-density-with-Monte-Carlo-simulation Public

   Calculating semiconductor chip yield against defect density using a Monte Carlo simulation is a common approach to assess the impact of defects on chip manufacturing. In this simulation, we'll rand…

   Jupyter Notebook

6. Simulate-reflectivity-of-a-material-from-its-refractive-index Simulate-reflectivity-of-a-material-from-its-refractive-index Public

   When light strikes the interface between a medium with refractive index n1 and a second medium with refractive index n2, both reflection and refraction of the light may occur. These codes simulate …

   Python