RAGs: Simple implementations of Retrieval Augmented Generation (RAG) Systems

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and…

Official Repo of paper "KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction". In the paper, we propose KnowCoder, the most powerful large language model so far for…

The uncompromising Python code formatter

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

zero shot NER fine tuning

This is the github repository for the paper at NAACL 2024: Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models.

NER model repo for MultiNERD dataset from HF

Guideline following Large Language Model for Information Extraction

An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.

Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition, EACL 2021"

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

The implementation of DeBERTa

Examples and guides for using the OpenAI API

TensorFlow code and pre-trained models for BERT

A fast multi-core implementation of HDBSCAN for low dimensional Euclidean spaces

Python tools for geographic data

The interactive graphing library for Python ✨

cuML - RAPIDS Machine Learning Library

A high performance implementation of HDBSCAN clustering.

Examples in the MLX framework

A Library for Advanced Deep Time Series Models.

Docker-based local PHP+Node.js web development environments

Merlion: A Machine Learning Framework for Time Series Intelligence

A unified framework for machine learning with time series

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristi…