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algorithm-practice-in-industry

搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

automated-essay-scoring

作文自动打分系统

awesome-pretrained-chinese-nlp-models

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合

bert-bilstm-crf-ner

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

ctrmodel

CTR prediction model based on spark(LR, GBDT, DNN)

decisiontreeshareproject

本工程主要用于记录决策树及其应用

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-reinforcement-learning-for-dialogue-generation-in-tensorflow

Deep-Reinforcement-Learning-for-Dialogue-Generation-in-tensorflow

deep_learning

Basic Deep Learning

deeplearning

深度学习相关的模型训练、评估和预测相关代码

deeplearningbook-chinese

Deep Learning Book Chinese Translation

dgk_lost_conv

dgk_lost_conv 中文对白语料 chinese conversation corpus

dien

doc2vec

personal util for running gensim's doc2vec

double-propagation

double-propagation-target-generation

dssm

DSSM and Multi-View DSSM

finetune_dataset_maker

为ChatGLM设计的微调数据集生成工具，速来制作自己的猫娘。

fun-rec

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

gbdt

A simple GBDT in Python

gpt2-chinese

Chinese version of GPT2 training code, using BERT tokenizer.

gpt_academic

为ChatGPT/GLM提供实用化交互界面，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm2等本地模型。兼容文心一言, moss, llama2, rwkv, claude2, 通义千问, 书生, 讯飞星火等。

grid

Chinese Tokenizer; New words Finder. 中文三段式机械分词算法; 未登录新词发现算法

gruen

GRUEN for Evaluating Linguistic Quality of Generated Text (EMNLP 2020 Findings)

how-to-use-transformers

Transformers 库快速入门教程

jung2

kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

keras-blog

Blog with Keras news, tutorials, and demos.

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library