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Ramsey's Projects

xbyak icon xbyak

a JIT assembler for x86(IA-32)/x64(AMD64, x86-64) MMX/SSE/SSE2/SSE3/SSSE3/SSE4/FPU/AVX/AVX2/AVX-512 by C++ header

xe-ndcg-experiments icon xe-ndcg-experiments

Code to reproduce the experiments reported in "An Alternative Cross Entropy Loss for Learning-to-Rank" (https://arxiv.org/abs/1911.09798)

xfea icon xfea

feature engineering toolbox implement in C++ for online and offline consistency

xfeat icon xfeat

Flexible Feature Engineering & Exploration Library using GPUs and Optuna.

xflow icon xflow

Distributed LR、 FM model on Parameter Server. FTRL and SGD Optimization Algorithm.

xfmers icon xfmers

Quickly initialize bespoke Transformers

xgbm icon xgbm

eXplainable AI using Gradient Boosting Models with LightGBM, XGBoost, and CatBoost.

xlearn icon xlearn

High performance, easy-to-use, and scalable machine learning package for Python and C++, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM).

xplainer icon xplainer

Explainable AI made easy. Tool which enables developers to explore predictions of their deep learning models. Focused on image classification and TensorFlow 2+.

xrec icon xrec

Models for explainable recommendation.

xtreme-distil-transformers icon xtreme-distil-transformers

XtremeDistil framework for distilling/compressing massive multilingual neural network models to tiny and efficient models for AI at scale

yahp icon yahp

hyperparameter management

youtube-algorithmic-bias icon youtube-algorithmic-bias

To uncover the algorithmic biases exhibited by the YouTube content ranking and recommendation algorithms.

youtubednn icon youtubednn

Impementation paper "Deep Neural Networks for YouTube Recommendations"

ysaito-qiita icon ysaito-qiita

qiita記事用の実験ファイルや実装したツール群

yskip icon yskip

Incremental Skip-gram Model with Negative Sampling

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