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Tracy Shen's Projects

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

bert icon bert

TensorFlow code and pre-trained models for BERT

fashion-mnist icon fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

fast-bert icon fast-bert

Super easy library for BERT based NLP models

kt icon kt

Knowledge Tracing Models with PyTorch

longitudinal-vae icon longitudinal-vae

Python scripts for our model described in http://proceedings.mlr.press/v130/ramchandran21b.html

medium_notebook icon medium_notebook

Repository containing notebooks of classification for ARIMA on Medium

movies icon movies

Second Springboard Capstone Project: A Movie Recommender

pytorch-pretrained-bert icon pytorch-pretrained-bert

πŸ“–The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

pytube icon pytube

🎞 A lightweight, dependency-free Python library (and command-line utility) for downloading YouTube Videos.

slogan_testing icon slogan_testing

Analysis code, including jupyter notebooks and csv files for: "Slogan Preferences and Sample Bias in Online Experiments with Volunteers"

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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