Examples for https://github.com/optuna/optuna

A hyperparameter optimization framework

付録コード

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

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

Jupyter notebook tutorials from QuantConnect website for Python, Finance and LEAN.

Zipline, a Pythonic Algorithmic Trading Library

A toolkit for developing and comparing reinforcement learning algorithms.

Slack Developer Kit for Python

Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

Accepted as [NeurIPS 2024] Spotlight Presentation Paper

Kolmogorov Arnold Networks

「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

Transformers for Natural Language Processing, published by Packt

🔎 📈 🐍 💰 Backtest trading strategies in Python.

The QuantLib C++ library

Lean Algorithmic Trading Engine by QuantConnect (Python, C#)

Python Backtesting library for trading strategies

Download market data from Yahoo! Finance's API

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

Next.js example blog powered by Notion Public API

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable…

PyMuPDF is a high performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents.

Plumb a PDF for detailed information about each char, rectangle, line, et cetera — and easily extract text and tables.

Community maintained fork of pdfminer - we fathom PDF

A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files

Topic Modelling for Humans