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ai-app

本项目旨在分享人工智能相关应用技术以及实战经验，包括大模型、语音合成、数字人、图像生成等。

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-drug-discovery-knowledge-graphs

A collection of research papers, datasets and software related to knowledge graphs for drug discovery. Accompanies the paper "A review of biomedical datasets relating to drug discovery: a knowledge graph perspective" (Briefings in Bioinformatics, 2022)

biobridge

ICLR'24 | BioBridge: Bridging Biomedical Foundation Models via Knowledge Graph

biokg

A Knowledge Graph for Relational Learning On Biological Data

chinese-sarcasm-calculation

欢迎参加中文讽刺计算评测任务！

clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

data_tangyudi

唐宇迪 資料收集

epk-clip

EPK-CLIP

flashrag

⚡FlashRAG: A Python Toolkit for Efficient RAG Research

grail

Inductive relation prediction by subgraph reasoning, ICML'20

kear

Official code for achieving human parity on CommonsenseQA with External Attention

kg_rag

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

kgem-ensembles-in-drug-discovery

Source code and data repository for "Ensembles of knowledge graph embedding models improve predictions for drug discovery"

mico

ontoprotein

Code and datasets for the ICLR2022 paper "OntoProtein: Protein Pretraining With Gene Ontology Embedding"

openbiolink

OpenBioLink is a resource and evaluation framework for evaluating link prediction models on heterogeneous biomedical graph data.

primekg

Precision Medicine Knowledge Graph (PrimeKG)

pykeen

🤖 A Python library for learning and evaluating knowledge graph embeddings

qagnn

report

Inductive Relation Prediction from Relational Paths and Context with Hierarchical Transformers, ICASSP 2023 (Oral)

scbert

scBERT作为单细胞RNA-seq数据细胞类型标注的大规模预训练深度语言模型

scbert-master

scBERT作为单细胞RNA-seq数据细胞类型标注的大规模预训练深度语言模型

smm4h_2021_classification-main

基于文本和药物嵌入的药物不良反应分类多模态模型

test

text

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow

tgm-dlm

Code for AAAI24 paper Text-Guided Molecule Generation with Diffusion Language Model

uni-core

an efficient distributed PyTorch framework

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs