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Educational notebooks on quantitative finance, algorithmic trading, financial modelling and investment strategy

"結巴"中文分詞：做最好的 PHP 中文分詞、中文斷詞組件。 / "Jieba" (Chinese for "to stutter") Chinese text segmentation: built to be the best PHP Chinese word segmentation module.

Transpile trained scikit-learn estimators to C, Java, JavaScript and others.

Instructional notebooks on music information retrieval.

Scalable machine 🤖 learning for time series forecasting.

XAI - An eXplainability toolbox for machine learning

Earth observation processing framework for machine learning in Python

Bringing together outstanding artificial intelligence (AI) open source projects from around the world.

:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions

Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.

Portfolio optimization with deep learning.

Lightning fast data version control system for large repositories of data. Feels like git, pushes and pulls like oxen.

NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.

PySpark + Scikit-learn = Sparkit-learn

FAIR Sequence Modeling Toolkit 2

An autoML framework & toolkit for machine learning on graphs.

DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models.   🤖💤

Modular Reinforcement Learning (RL) library (implemented in PyTorch, JAX, and NVIDIA Warp) with support for Gymnasium/Gym, NVIDIA Isaac Lab, MuJoCo Playground and other environments

fastFM: A Library for Factorization Machines

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

Build agents which are controlled by LLMs

[CONTRIBUTORS WELCOME] Generalized Additive Models in Python

allRank is a framework for training learning-to-rank neural models based on PyTorch.

Pretrained model hub for Keras 3.

Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

A scikit-learn based module for multi-label et. al. classification

Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama, LLMs, RAGs, LangChain, LangGraph, Fine-tuning, DSPy & AI Agents (CrewAI), (Using ChatGPT, gpt-oss, Claude, Qwen, Gemma, Llama, Gemini)

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

A high performance Vector Database leveraging parallel graph computing