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ai-toolbox

Algorithm Engineer Toolbox, for the purpose of quickly iterating new ideas

bert-chinese-text-classification-pytorch

使用Bert，ERNIE，进行中文文本分类

bert-simple-use

关于 Google Bert 框架训练、验证、推断和导出的简单说明

bert_finetune

中文语料 Bert finetune（Fine-tune Chinese for BERT）

bupthuangxin.github.io

Hexo4+GithubPage搭的个人博客

chinese-text-classification-pytorch-tuning

中文文本分类，Bert，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

chinese-vicuna

Chinese-Vicuna: A Chinese Instruction-following LLaMA-based Model —— 一个中文低资源的llama+lora方案，结构参考alpaca

chinese_sentiment

用tensorflow进行中文自然语言处理的情感分析

clip-chinese

中文CLIP预训练模型

cross_modal_adaptation

Cross-modal few-shot adaptation with CLIP

deal_recall

基于ALS，基于图的召回策略

deep_learning_estimator_labels

深度学习，针对多目标任务，在推荐算法的ctr预估等场景中的应用，项目使用tensorflow estimator进行封装，包括esmm、mmoe模型

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

deepseek

基于多种哈希算法和孪生神经网络的短视频相似度检测系统

deepwalk

Learn Node Embeddings from DeepWalk

dive-into-cv-pytorch

动手学CV-Pytorch版

extract-key-frames

课程作业，提取视频关键帧。CV assignmnet

flag-detection-yolo_v3-pytorch

The project is based on YoloV3 and PyTorch to detect the national flag in the picture.

jlibffm

A Java implementation of LIBFFM: A Library for Field-aware Factorization Machines

key-frame

这是用opencv以颜色直方图法进行的关键帧提取 和 用Python以流光分析写的关键帧提取

mlp-mixer-pytorch

An All-MLP solution for Vision, from Google AI

mmoe-tf2.0

MMoE-TF2.0

ndcg

o2o-coupon-usage-forecast

1st Place Solution for O2O Coupon Usage Forecast

python-exercise-program

python Demo

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

pytorch-nlp

使用Pytorch框架对NLP方向上的文本分类、实体识别、三元组抽取做代码实战

pytorch_fake_news_classification_mml

使用pytorch完成的一个多模态分类任务，文本和图像部分分别使用了bert和resnet提取特征（在config里可以组合多种模型）,在我的小规模数据集上取得了良好的性能（验证集acc96%）

servlet-studydemo

技术博客servlet——案例代码