aaraki Goto Github PK

100knocks-preprocess

データサイエンス100本ノック（構造化データ加工編）

aiciasolidproject

supportive teaching materials of my YouTube channel https://www.youtube.com/channel/UC2lJYodMaAfFeFQrGUwhlaQ

attention_is_all_you_need

Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.

bert-book

「BERTによる自然言語処理入門: Transformersを使った実践プログラミング」サポートページ

bert-extractive-summarizer

Easy to use extractive text summarization with BERT

bert_nlp

YouTubeライブの講義「BERTによる自然言語処理を学ぼう!」、およびUdemyコース「BERTによる自然言語処理を学ぼう!」で使用する教材です。

cibook

course-nlp

A Code-First Introduction to NLP course

ctci

data_visualization

dataset

Multi30k Dataset

datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

gitwork

iosdesignpatterns

keras

Deep Learning for humans

lecture_pytorch

YouTubeのライブ講義「【Live!人工知能 】PyTorchで実装するディープラーニング」、およびUdemyコース「PyTorchで実装するディープラーニング」で使用する教材です。

libraries_tutorial

lnpr_book_codes

Codes for Lecture Notes in Probabilistic Robotics

mfcc-audio-experiment

Is MFCC reversable? Yes. Is the result high-quality. No.

ml

ml_practice

ml_tutorial

mlflow

Open source platform for the machine learning lifecycle

mlflow-example

An example MLflow project

mlflow-spark-summit-2019

MLFlow Spark Summit 2019 Presentation

paper-classification-challenge-winners-solutions

preprocessing

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.