TakahiroOhori

nodebestpractices

:white_check_mark: The Node.js best practices list (July 2024)

streamlit

Streamlit — A faster way to build and share data apps.

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

python-fire

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

urh

Universal Radio Hacker: Investigate Wireless Protocols Like A Boss

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

speechbrain

A PyTorch-based Speech Toolkit

LibreTranslate

Free and Open Source Machine Translation API. Self-hosted, offline capable and easy to setup.

nlp-recipes

Natural Language Processing Best Practices & Examples

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

apkleaks

Scanning APK file for URIs, endpoints & secrets.

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

arXivTimes

repository to research & share the machine learning articles

PyTorch-StudioGAN

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

FinanceDatabase

This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.

django-storages

https://django-storages.readthedocs.io/

shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

annotated_research_papers

This repo contains annotated research papers that I found really good and useful

graphtage

A semantic diff utility and library for tree-like files such as JSON, JSON5, XML, HTML, YAML, and CSV.

karaage-ai-book

tjo.hatenablog.samples

Samples for tjo.hatenablog

coursera-machine-learning-ja

Coursera Machine Learning Japanese Translation

d2l-ja

Japanese translation of Dive into Deep Learning

Kaggle_Cassava_Leaf_Disease_Classification

cassavaコンペのリポジトリ

Unity-Barracuda-Reversi-WebGL-Sample

Unity Barracudaを用いてリバーシAI(簡易なMLP)をWebGL上で推論するサンプルです。リバーシ用のモデルは教師有り学習で作成したものを使用しています。