Huang Jie's repositories
FL_synthetic_dataset_generator
Synthetic dataset generator for federated learning.
cracking-the-data-science-interview
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
FedProx
Federated Optimization in Heterogeneous Networks (MLSys '20)
finetune-transformer-lm
Code and model for the paper "Improving Language Understanding by Generative Pre-Training"
kaggle-pku-autonomous-driving
Part of 5th place solution for Peking University/Baidu - Autonomous Driving on Kaggle (https://www.kaggle.com/c/pku-autonomous-driving).
stanford-cs-221-artificial-intelligence
VIP cheatsheets for Stanford's CS 221 Artificial Intelligence
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
stanford-cs-230-deep-learning
VIP cheatsheets for Stanford's CS 230 Deep Learning
transformer-abstractive-summarization
Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"