Yuki Kitayama's Projects
Web scraping, APIs, and Twitter
Daily LeetCode with Python. LeetCode ID: yukikitayama. https://leetcode.com/yukikitayama/. Python coding YouTube: https://www.youtube.com/channel/UCF5zMl6jTJaHpyxLj66FAXw
Python and MATLAB code for online linear algebra course
Linear algebra in machine learning, non-linear regressions, object detection, image classification, dimension reduction, natural language processing
Learning MEAN stack by Angular & NodeJS - The MEAN Stack Guide (https://www.udemy.com/course/angular-2-and-nodejs-the-practical-guide/)
R analysis of Introduction of Time Series and Forecasting
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
Originated from group project of Advanced Data Analysis course at Columbia University, and I'm extending it further here
PyTorch Agent Net: reinforcement learning toolkit for pytorch
I use this repo for testing new react components
React - The Complete Guide (incl Hooks, React Router, Redux) https://www.udemy.com/course/react-the-complete-guide-incl-redux/
Implement movie database and rating database. Use collaborative filtering averages to recommend movies.
Learning about and doing projects with recurrent neural networks
Understand concept and learn how to use it
Example code from the book
Ongoing self-learning of reinforcement learning.
This repository contains the code to the corresponding blog post: Reinforcement learning โ Part 2: Getting started with Deep Q-Networks.
Python Implementation of Reinforcement Learning: An Introduction
Simple Reinforcement learning tutorials
ใStanใจRใงใใคใบ็ตฑ่จใขใใชใณใฐใใฎใตใใผใใใผใธใงใ.
Soft Actor-Critic
repository for scala files from Martin Odersky's class