RyujiTamaki
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Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.
Source code for Twitter's Recommendation Algorithm
Winning solution for the Kaggle Feedback Prize Challenge.
Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features
Learn how to design systems at scale and prepare for system design interviews
Flexible Feature Engineering & Exploration Library using GPUs and Optuna.
A complete computer science study plan to become a software engineer.
Backend master class: build a simple bank service in Go
[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
My utility scripts for Kaggle competitions
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
PRML algorithms implemented in Python
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
This is a repository for the Kaggle competition "Data Science Bowl 2019"
Code for using and evaluating SpanBERT.
A tool that builds applications out of gRPC enabled components
Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"
Google Research
pytorch implement of Lookahead Optimizer