A collection of machine learning examples and tutorials.
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Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
- python
- machine-learning
- natural-language-processing
- web-mining
👀 Train a 65M-parameter VLM from scratch in just 2h!
- artificial-intelligence
- chatgpt
- vision-language-model
JiuwenSwarm is an intelligent AI Agent built on openJiuwen. It extends the powerful capabilities of large language models directly to your fingertips through various communication apps you use daily.
[SIGMOD'27] Easy Data Preparation with latest LLMs-based Operators and Pipelines.
- data
- data-cleaning
- data-pipelines
- data-processing
Accessible large language models via k-bit quantization for PyTorch.
- llm
- machine-learning
- pytorch
- qlora
📄 Awesome OCR multiple programing languages toolkits based on ONNX Runtime, OpenVINO, MNN, PaddlePaddle, TensorRT and PyTorch.
- ocr
- onnxruntime
- crnn
- dbnet
An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
- chatgpt
- deep-learning
- instruction-following
- language-model
FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
- causal-inference
- machine-learning
- graphical-models
- bayesian-networks
A collection of libraries to optimise AI model performances
Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
BertViz: Visualize Attention in Transformer Models
SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.
Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.
- quantum-computing
- qiskit
- sdk
- quantum-programming-language
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
TranslatedSelf-hosted knowledge agent platform for RAG, knowledge graphs and multi-agent workflows. Yuxi = Cloud Agents + Knowledge RAG, Self-hosted knowledge agent platform for RAG, knowledge graphs and multi-agent workflows.
Adding guardrails to large language models.
OpenCompass is an LLM evaluation platform, supporting a wide range of models from OpenAI, Anthropic, Gemini, Qwen, GLM, DeepSeek, etc, across 100+ datasets covering knowledge, reasoning, coding, science, language, long-context, and safety.
- evaluation
- benchmark
- large-language-model
- llm
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
- deepspeed-library
- gpt-3
- transformers
- language-model
Tools for merging pretrained large language models.
This repository contains the official implementation of "FastVLM: Efficient Vision Encoding for Vision Language Models" - CVPR 2025
The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai