tmanabe

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

MS-MARCO-Web-Search

A large-scale information-rich web dataset, featuring millions of real clicked query-document labels

BitNet

Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch

H2_ALSH

Accurate and Fast ALSH for Maximum Inner Product Search (KDD 2018)

sitq

Learning to Hash for Maximum Inner Product Search

bpr

Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering

machine-learning-round-table

Gather around the table, and have a discussion to catch up the latest trend of machine learning 🤖

esci-data

Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search

stable-diffusion-webui

Stable Diffusion web UI

pecos

PECOS - Prediction for Enormous and Correlated Spaces

building-search-app-w-ml

『機械学習による検索ランキング改善ガイド』のサンプルコードのリポジトリ

sphinx

The Sphinx documentation generator

vespa-kuromoji-linguistics

solr-plugin-samples

ir100

情報検索100本ノック

solr

Apache Solr open-source search software

mac-precision-touchpad

Windows Precision Touchpad Driver Implementation for Apple MacBook / Magic Trackpad

digital_video_introduction

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸

rally

Macrobenchmarking framework for Elasticsearch

elasticsearch

Free and Open, Distributed, RESTful Search Engine

elasticsearch-learning-to-rank

Plugin to integrate Learning to Rank (aka machine learning for better relevance) with Elasticsearch

ReInfoSelect

awesome-neural-models-for-semantic-match

A curated list of papers dedicated to neural text (semantic) matching.

katsumi-tanaka-laboratory.github.io

data-science-bootcamp

data-science-exercise

computer-science-flash-cards

Mini website for testing both general CS knowledge and enforce coding practice and common algorithm/data structure memorization.

coding-interview-university

A complete computer science study plan to become a software engineer.

PRML

PRML algorithms implemented in Python