Xiyang Chen (settinghead)

settinghead

Geek Repo

Company:@zigzag-tech

Location:Toronto, Canada

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clausejs
ClojureTO

Xiyang Chen's repositories

ai-lda-sagemaker

Jupyter notebook to train and deploy an LDA topic model to the cloud using Amazon Sagemaker

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eager_gans

GAN implementations from scratch with Tensorflow 2.0 eager execution.

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propn

Propn is an attempt at a TypeScript/JavaScript implementation of the Propagator Model piorneered by Alexey Radul and Gerald Sussman.

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rl-chat

Experiments on Reinforcement Learning (Policy Gradient)-powered chatbot.

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amazon-sagemaker-examples

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

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attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

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CarND-Behavioral-Cloning-P3

Starting files for the Udacity CarND Behavioral Cloning Project

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CarND-LaneLines-P1

Lane Finding Project for Self-Driving Car ND

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churn-model-demo

Example predictive modeling code on Skafos.

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deep-anpr

Using neural networks to build an automatic number plate recognition system

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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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.

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intro-to-tensorflow-js

Created with CodeSandbox

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pyLDAvis

Python library for interactive topic model visualization. Port of the R LDAvis package.

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pytorch-CycleGAN-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

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PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

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pytorch-pretrained-BERT

A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.

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seq2seq-chatbot

Chatbot in 200 lines of code using TensorLayer

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simple-pipeline-demo

This repository serves as an example repo for getting your existing code into Skafos

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tf_chatbot_seq2seq_antilm

Seq2seq chatbot with attention and anti-language model to suppress generic response, option for further improve by deep reinforcement learning.

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wandb

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

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