AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

A Python scikit for building and analyzing recommender systems

👑 Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA

Four word embedding models implemented in Python. Supporting arbitrary context features

Scraping publicly-accessible Letterboxd data and creating a movie recommendation model with it that can generate recommendations when provided with a Letterboxd username

stable-video-diffusion-webui, img to videos| 图片生成视频

Official code for "Eigenlanes: Data-Driven Lane Descriptors for Structurally Diverse Lanes", CVPR2022

Python 3.6 下的推荐算法解析，尽量使用简单的语言剖析原理，相似度度量、协同过滤、矩阵分解等

Python code implementing the power method for Singular Value Decomposition

A repository for recording the machine learning code

tf-recsys contains collaborative filtering (CF) model based on famous SVD and SVD++ algorithm. Both of them are implemented by tensorflow in order to utilize GPU acceleration.

A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).

a repository for my curriculum project

A collection of differentiable SVD methods and ICCV21 "Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?"

A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).

MXNet for CTR

SORSA: Singular Values and Orthonormal Regularized Singular Vectors Adaptation of Large Language Models

An implementation of Direct Linear Transform for 3D to 2D mapping.

Open-source codes and annotated datasets in CVEO recent work "Object-based Classification Framework of Remote Sensing Images with Graph Convolutional Networks" on IEEE Geoscience and Remote Sensing Letters.

This is the official implementation of "Arbitrary-Order Proximity Preserved Network Embedding"(KDD 2018).