A game theoretic approach to explain the output of any machine learning model.

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

Python code for common Machine Learning Algorithms

An Interactive Introduction to Fourier Transforms

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

Machine learning for transportation data imputation and prediction.

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）

基于 Pytorch 实现推荐系统相关的算法

What is CLV or LTV? CLV or LTV is a metric that helps you measure the customer's lifetime value to a business. In this kernel, I am sharing the customer lifetime value prediction using BG-NBD, Pare…

inspired by 'Recurrent Neural Networks for Multivariate Time Series with Missing Values' pytorch ver

The Partitioning Around Medoids (PAM) implementation of the K-Medoids algorithm in Python [Unmaintained]