haocai1992

Hao Cai's repositories

A Streamlit app running GPT-2 language model for text classification, built with Pytorch, Transformers and AWS SageMaker.

Language:Jupyter NotebookGPL-3.038 1 1

A movie recommendation system built using Scala, Spark and Hadoop

Language:HTMLGPL-3.0900

A bioinformatic package for parsing and analysis of protein structure data (PDB format) using pandas dataframes.

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Dashboard of AI starups in drug discovery field

Language:Jupyter NotebookGPL-3.0200

ML-powered bioinformatics tool that predicts protein phase separation from sequence

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A demo example of spark project created using IntelliJ IDEA

Language:ScalaGPL-3.0100

Venturescope: NLP-powered web app that predicts starup's survival from tweets

Language:Jupyter NotebookGPL-3.0000

My homework repository for Coursera's "Big Data Analysis with Scala and Spark" taught by EPFL.

Language:XSLTGPL-3.0000

Course notes, quizzes, and programming assignments for DeepLearning.AI's "Deep Learning Specialization"

Language:Jupyter NotebookGPL-3.0000

A blog about big data & machine learning

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Implementation of popular ML algorithms from scratch

Language:PythonGPL-3.0000

Course notes, quizzes, and programming assignments for DeepLearning.AI's "Machine Learning Engineering for Production (MLOps) Specialization"

Language:Jupyter NotebookGPL-3.0000