Xiyang Chen's repositories
ai-lda-sagemaker
Jupyter notebook to train and deploy an LDA topic model to the cloud using Amazon Sagemaker
eager_gans
GAN implementations from scratch with Tensorflow 2.0 eager execution.
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
CarND-Behavioral-Cloning-P3
Starting files for the Udacity CarND Behavioral Cloning Project
CarND-LaneLines-P1
Lane Finding Project for Self-Driving Car ND
churn-model-demo
Example predictive modeling code on Skafos.
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
intro-to-tensorflow-js
Created with CodeSandbox
pytorch-CycleGAN-and-pix2pix
Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
pytorch-pretrained-BERT
A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.
seq2seq-chatbot
Chatbot in 200 lines of code using TensorLayer
simple-pipeline-demo
This repository serves as an example repo for getting your existing code into Skafos
tf_chatbot_seq2seq_antilm
Seq2seq chatbot with attention and anti-language model to suppress generic response, option for further improve by deep reinforcement learning.