Yuki Kitayama's Projects
100 Must-Read NLP Papers
This repository holds all the code for the site http://www.adventuresinmachinelearning.com
A collection of useful files for the Advanced Machine Learning (GR5242) Fall 2018 course.
TF-Agents is a library for Reinforcement Learning in TensorFlow
Use Airflow to automate the model training and data visualization. Performed in Jupyter Lab on Linux EC2 with RDS from AWS.
AML final project
Learning Angular at Udemy (https://www.udemy.com/course/the-complete-guide-to-angular-2/) to make my website angular
My API to access my data, running by AWS API Gateway, Lambda, MongoDB, and Redis, used in my web application (https://www.yukikitayama.com/)
How to use arXiv API
How to use AWS
Reinforcement learning package
Hierarchical regression model, Bayesian model selection
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Repo for the Deep Reinforcement Learning Nanodegree program
Hands-on Deep Reinforcement Learning, published by Packt
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
šāØ Help beginners to contribute to open source projects
How to use fitbit API
Source Code to go along with my video on how to program a gui in python using Tkinter