peiyaoli

peiyaoli's Stars

• gpleiss/temperature_scaling

  A simple way to calibrate your neural network.

  Language:Python1.1k161

• ashleve/lightning-hydra-template

  PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

  Language:Python4.4k660

• Hugo101/HyperEvidentialNN

  Language:Jupyter Notebook8

• lightning-uq-box/lightning-uq-box

  Lightning-UQ-Box: Uncertainty Quantification for Neural Networks with PyTorch and Lightning

  Language:Python14815

• cognizant-ai-labs/red-paper

  Source codes for reproducing the experimental results in RED paper (published in AAAI2022)

  Language:Python51

• aangelopoulos/conformal-risk

  Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vision and natural language processing.

  Language:Python606

• luoyunan/KDBNet

  Kinase–drug binding prediction with calibrated uncertainty quantification

  Language:Python233

• ncbi/GNorm2

  Language:Java176

• biocypher/biocypher

  A unifying framework for biomedical research knowledge graphs

  Language:Python22831

• ninglab/CTKG

  The Clinical Trials Knowledge Graph

  Language:Jupyter Notebook5317

• tomhartke/knowledge-graph-from-GPT

  Using GPT to organize and access information, and generate questions. Long term goal is to make an agent-like research assistant.

  Language:Jupyter Notebook66156

• RManLuo/Awesome-LLM-KG

  Awesome papers about unifying LLMs and KGs

  2.1k160

• instructor-ai/instructor

  structured outputs for llms

  Language:Python8.7k687

• BaranziniLab/KG_RAG

  Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks

  Language:Jupyter Notebook71996

• Paitesanshi/LLM-Agent-Survey

  2.7k151

• rmunro/pytorch_active_learning

  PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book

  Language:Python950181

• callahantiff/PheKnowLator

  PheKnowLator: Heterogeneous Biomedical Knowledge Graphs and Benchmarks Constructed Under Alternative Semantic Models

  Language:Python17429

• Azure-Samples/openai

  The repository for all Azure OpenAI Samples complementing the OpenAI cookbook.

  Language:Jupyter Notebook1.1k389

• infiniflow/ragflow

  RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

  Language:Python26.4k2.5k

• DjangoPeng/openai-quickstart

  A comprehensive guide to understanding and implementing large language models with hands-on examples using LangChain for GenAI applications.

  Language:Jupyter Notebook1.3k916

• scottleibrand/gpt-summarizer

  Extract text from PDF, summarize each section w/ GPT, and provide a summarized outline of the paper

  Language:Python18727

• microsoft/autogen

  A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour

  Language:Jupyter Notebook36.4k5.3k

• ml-stat-Sustech/TorchCP

  A Python toolbox for conformal prediction research on deep learning models, using PyTorch.

  Language:Python27936

• ip-tools/python-epo-ops-client

  Python client for EPO OPS, the European Patent Office's Open Patent Services API.

  Language:Python14859

• richawo/chain-of-density

  Implementing the Chain Of Density text summarisation technique from recent NLP research by researchers at Salesforce, MIT, Columbia, etc. Takes a long text input and iteratively generates increasingly concise, entity-dense summaries using LLMs (default: OpenAI's GPT-4). Feedback and contributions welcome!

  Language:Python728

• iipharma/pharmamind-molminer

  PharmaMind® is an innovative drug discovery platform that integrates advanced artificial intelligence and computational simulation design techniques, which is suitable for real-world novel drug R&D.

  214

• seyonechithrananda/bert-loves-chemistry

  bert-loves-chemistry: a repository of HuggingFace models applied on chemical SMILES data for drug design, chemical modelling, etc.

  Language:Jupyter Notebook41964

• leptonai/leptonai

  A Pythonic framework to simplify AI service building

  Language:Python2.7k173

• AI4Finance-Foundation/FinGPT

  FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

  Language:Jupyter Notebook14.5k2k

• TaskingAI/TaskingAI

  The open source platform for AI-native application development.

  Language:Python6.3k323