rp-linmu Goto Github PK

ai-recommendersystem

该仓库尝试整理推荐系统领域的一些经典算法模型

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

bert4keras

keras implement of transformers for humans

bert4torch

参考bert4keras的pytorch实现

bert_distill

BERT distillation（基于BERT的蒸馏实验 ）

enhanceddcm

Enhancing Discrete Choice Models with Learning Representation : The Learning MultiNomial Logit

gpt4free

decentralising the Ai Industry, just some language model api's...

informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

keras-textclassification

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

lmflow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Language Model for All.

machine_learning_code_implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

mdcev

MDCEV model in Matlab

mltemplate

机器学习(Machine Learning, ML)python简洁实现，包括混合高斯模型，KMeans，决策树，随机森林，K近邻，线性判别分析，逻辑斯蒂回归（梯度下降法，牛顿法），多层感知机（分类+回归），Naive Bayes（离散+高斯），多分类SVM，线性回归，隐马尔可夫模型（包括前向算法，后向算法，Viterbi算法和BaumWelch算法），主成分分析等模型

neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

nlp-interview-questions

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

nlp_pytorch_project

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

nlp_textclassifier

基于word2vec预训练词向量； textCNN 模型 ；charCNN 模型 ；Bi-LSTM模型；Bi-LSTM + Attention 模型 ；Transformer 模型 ；ELMo 预训练模型 ；BERT 预训练模型的文本分类项目

numpy-ml

Machine learning, in numpy

py12306

🚂 12306 购票助手，支持集群，多账号，多任务购票以及 Web 页面管理

pylogit

A python package for estimating conditional logit models.

time-series-library

A Library for Advanced Deep Time Series Models.

titanic

xlnet-multilabel

使用XLNet进行文本多标签分类

xlnet_embbeding

Using XLNet as Embedding of Keras