linglongqian Goto Github PK

accelerate-discoveries

Incorporating distribution of experts in order to better predict the future discovery of novel scientific connections

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

allennlp

An open-source NLP research library, built on PyTorch.

awesome-time-series

A comprehensive survey on the time series domains

awesome_imputation

Awesome Deep Learning Resources for Time-Series Imputation, including a must-read paper list about using deep learning neural networks to impute incomplete time series containing NaN missing values/data

chatbotcourse

自己动手做聊天机器人教程

cogstackcohort

A MedCAT annotations retrieval tool for cohort identification

csai

deep-learning-in-asset-pricing

https://arxiv.org/abs/1805.01104

ehrmonize

EHRmonize: a Python package to abstract medical concepts with LLMs

financial-machine-learning

A curated list of practical financial machine learning tools and applications.

flowise

Drag & drop UI to build your customized LLM flow

foresight

Deep Generative Modelling of Patient Timelines using Electronic Health Records

future-triggered-backdoors

Code to reproduce experiments from the paper Future Events as Backdoor Triggers: Investigating Temporal Vulnerabilities in LLMs

gnn4nlp-papers

A list of recent papers about Graph Neural Network methods applied in NLP areas.

graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

jiliang

karmalego

KarmaLego algorithm implementation

keras-io

Keras documentation, hosted live at keras.io

knowledge-graph

深度学习与自然语言处理、知识图谱、对话系统。包括知识获取、知识库构建、知识库应用三大技术研究与应用。

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

llms-from-scratch

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

lstm_autoencoder_classifier

An LSTM Autoencoder for rare event classification

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

mask_rethinking

medcattutorials

General tutorials for the setup and use of MedCAT.

medicalgpt

MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO。

meet-libai

​ 李白 :bust_in_silhouette: 作为唐代杰出诗人，其诗歌作品在**文学史上具有重要地位。近年来，随着数字技术和人工智能的快速发展，传统文化普及推广的形式也面临着创新与变革。国内外对于李白诗歌的研究虽已相当深入，但在数字化、智能化普及方面仍存在不足。因此，本项目旨在通过构建李白知识图谱，结合大模型训练出专业的AI智能体，以生成式对话应用的形式，推动李白文化的普及与推广。

opengpt

A framework for creating grounded instruction based datasets and training conversational domain expert Large Language Models (LLMs).