Tracy Shen's repositories
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
bert
TensorFlow code and pre-trained models for BERT
fashion-mnist
A MNIST-like fashion product database. Benchmark :point_right:
fast-bert
Super easy library for BERT based NLP models
geocoding
Geocoding tutorial in Python
IST597_Deep_Learning_2018
IST597-Homeworks
IST597_Fall2019_TF2.0
Official github page for all IST597 Assignments
KT
Knowledge Tracing Models with PyTorch
Longitudinal-VAE
Python scripts for our model described in http://proceedings.mlr.press/v130/ramchandran21b.html
MEDIUM_NoteBook
Repository containing notebooks of classification for ARIMA on Medium
pytorch-pretrained-BERT
📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.
pytube
🎞 A lightweight, dependency-free Python library (and command-line utility) for downloading YouTube Videos.
transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
transferlearning-tutorial
《迁移学习简明手册》LaTex源码
transformer
Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow