黄鑫's repositories
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
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-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
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
cross_modal_adaptation
Cross-modal few-shot adaptation with CLIP
Bert-Chinese-Text-Classification-Pytorch
使用Bert，ERNIE，进行中文文本分类
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
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%）
tensorflow_practice
tensorflow实战练习，包括强化学习、推荐系统、nlp等
Simple-CLIP
基于开源预训练模型来实现一个简单的CLIP模型
CLIP-Chinese
中文CLIP预训练模型
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。
dive-into-cv-pytorch
动手学CV-Pytorch版
mlp-mixer-pytorch
An All-MLP solution for Vision, from Google AI
Flag-detection-Yolo_v3-PyTorch
The project is based on YoloV3 and PyTorch to detect the national flag in the picture.
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.
VideoFaceDetector
Detect the face in each key frame which extracts from the movie
chinese_sentiment
用tensorflow进行中文自然语言处理的情感分析
bert-simple-use
关于 Google Bert 框架训练、验证、推断和导出的简单说明
Extract-key-frames
课程作业，提取视频关键帧。CV assignmnet
MMoE-TF2.0
MMoE-TF2.0
AI-Toolbox
Algorithm Engineer Toolbox, for the purpose of quickly iterating new ideas
Tensorflow-2.x-vs-PyTorch-Comparison-Tutorials
Tensorflow 2.x 和 PyTorch 对比学习教程。小孩才做选择，成年人全都要。
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
DeepWalk
Learn Node Embeddings from DeepWalk
bert_finetune
中文语料 Bert finetune（Fine-tune Chinese for BERT）
SparkLearning
Learning Apache spark,including code and data .Most part can run local.
deal_recall
基于ALS，基于图的召回策略