RyotaBannai

awesome

😎 Awesome lists about all kinds of interesting topics

numpy

The fundamental package for scientific computing with Python.

fastText

Library for fast text representation and classification.

loguru

Python logging made (stupidly) simple

onnx

Open standard for machine learning interoperability

BetterDisplay

Unlock your displays on your Mac! Flexible HiDPI scaling, XDR/HDR extra brightness, virtual screens, DDC control, extra dimming, PIP/streaming, EDID override and lots more!

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

numpy-100

100 numpy exercises (with solutions)

tsfresh

Automatic extraction of relevant features from time series:

darts

A python library for user-friendly forecasting and anomaly detection on time series.

featuretools

An open source python library for automated feature engineering

causalml

Uplift modeling and causal inference with machine learning algorithms

miri

An interpreter for Rust's mid-level intermediate representation

mecab-ipadic-neologd

Neologism dictionary based on the language resources on the Web for mecab-ipadic

python-causality-handbook

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

adv-r

Advanced R: a book

awesome-embedding-models

A curated list of awesome embedding models tutorials, projects and communities.

caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

hyperopt-sklearn

Hyper-parameter optimization for sklearn

tensor-house

A collection of reference Jupyter notebooks and demo AI/ML applications for enterprise use cases: marketing, pricing, supply chain, smart manufacturing, and more.

mealpy

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

evalml

EvalML is an AutoML library written in python.

compose

A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning.

Nashpy

A python library for 2 player games.

kaggle

erdantic

Entity relationship diagrams for Python data model classes like Pydantic

building-search-system-book

「仕事ではじめる検索システム」という本があったなら，という想像の産物です -> 「検索システム ― 実務者のための開発改善ガイドブック」になりました

adversarial-validation

Creating a better validation set when test examples differ from training examples

TextMining

airflow-ml-pipeline

The repository to learn Machine Learning with Airflow