Machine Learning
Becoming Jane by Deep Learning
- https://github.com/yokolet/DeepLearning/tree/master/Jane
- NLP
- Designed and trained the NLP model using Jane Austen’s novels as a training data.
- Generated sentences which might look like Jane Austen.
Small deep learning projects
- https://github.com/yokolet/DeepLearning
- CNN, DCGAN, RL, RNN etc.
Web Application
Transcript App
- Web App: https://github.com/yokolet/transcript-web
- Transcript engine: https://github.com/yokolet/transcript
- Created a transcript engine for English to Japanese Katakana
- Idea of text to speech, English word to Japanese sound notation
- Created a web application to use transcript engine
- GraphQL, Python, Flask
textblog
- https://github.com/yokolet/textblog
- Microblog web application which accepts only texts
- Facebook OAuth authentication to write blog
- Just reading posts doesn’t require authentication
- Ruby on Rails, GraphQL, React/Redux, OAuth, PostgreSQL
C++
Snake Game
- https://github.com/yokolet/sdl-snake
- Snake Game by C++
- Two snakes - one manual, another auto
- Toxic food appears randomly
Traffic simulation
- https://github.com/yokolet/traffic-simulation
- Traffic simulation
- Thread management