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ai-study

人工智能学习资料超全整理，包含机器学习基础ML、深度学习基础DL、计算机视觉CV、自然语言处理NLP、推荐系统、语音识别、图神经网路、算法工程师面试题

ai_tutorial

精选机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理。算法大牛笔记汇总

algorithm

算法导论python实现

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

causalml

Uplift modeling and causal inference with machine learning algorithms

causalml2

The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML

chinese-llama-alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

chinese_information_extraction

中文信息抽取，包含实体抽取、关系抽取、事件抽取

coride

Code for CIKM'19 "CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms"

ctr

CTR模型代码和学习笔记总结

deeplearningframeworks

Demo of running NNs across different frameworks

deeppath

code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"

econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal in

fun-rec

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

gan-for-time-series-in-pytorch

使用GAN对时间序列进行建模

keras-gan

Keras implementations of Generative Adversarial Networks.

keras-rl

Deep Reinforcement Learning for Keras.

kgppler

learning-to-dispatch

Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022).

llama2-chinese

Llama中文社区，最好的中文Llama大模型，完全开源可商用

lora

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

lstm

基于LSTM的时间序列预测研究

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

nlp-bert--chineseversion

谷歌自然语言处理模型BERT：论文解析与python代码

open-solution-home-credit

Open solution to the Home Credit Default Risk challenge :house_with_garden:

order-dispatch

pat

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

qasystemonmedicalkg

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。