iszhuangsha's repositories
skip-thoughts
Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"
AI-RecommenderSystem
该仓库尝试整理推荐系统领域的一些经典算法模型
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
CLUENER2020
A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.
CTR_Algorithm
一些经典的CTR算法的复现; LR, FM, FFM, AFM, DeepFM, xDeepFM, PNN, DCN, DCNv2, DIFM, AutoInt, FiBiNet,AFN,ONN,DIN, DIEN ... （pytorch, tf2.0）
Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
gpt-2-Pytorch
Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation
GraphNeuralNetwork
《深入浅出图神经网络：GNN原理解析》配套代码
interview_internal_reference
2019年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。
leedl-tutorial
《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
lihang-code
《统计学习方法》的代码实现
llm-universe
本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/
Machine-Learning
机器学习原理
nlp-journey
nlp相关的一些论文及代码, 包括主题模型、词向量(Word Embedding)、命名实体识别(NER)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算等，涉及到各种与nlp相关的算法，基于keras和tensorflow。
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
numpy-ml
Machine learning, in numpy
Practical_NLP_in_PyTorch
A repository containing tutorials for practical NLP using PyTorch
prompt-engineering-for-developers
吴恩达《ChatGPT Prompt Engineering for Developers》课程中文版
pytorch-cifar100
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
pytorch-transformers
👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
recommendation_model
练习下用pytorch来复现下经典的推荐系统模型, 如MF, FM, DeepConn, MMOE, PLE, DeepFM, NFM, DCN, AFM, AutoInt, ONN, FiBiNET, DCN-v2, AFN, DCAP等
self-llm
《开源大模型食用指南》基于AutoDL快速部署开源大模型，更适合**宝宝的部署教程
so-large-lm
大模型理论基础
Top-AI-Conferences-Paper-with-Code
Top-Conferences-Paper-with-Code (ACL、EMNLP、NAACL、COLING、AAAI、IJCAI、NeurIPS、ICLR and etc)
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch