Kaslanarian

PyDyNet

NumPy实现类PyTorch的动态计算图和神经网络框架(MLP, CNN, RNN, Transformer)

libsvm-sc-reading

阅读LibSVM源码的知识整理与思考（已完结）

SAGOD

A library for static attributed graph outlier detection. 静态属性图节点的异常检测模型集。

PySVM

PySVM : A NumPy implementation of SVM based on SMO algorithm. Numpy构建SVM分类、回归与单分类，支持缓存机制与随机傅里叶特征

NJUAI-OpenDay-Interview

南京大学人工智能学院本科生开放日面试经验分享

liblinear-sc-reading

LIBLINEAR理论与源码解读（已完结）

PyDT

决策树分类与回归模型的实现和可视化

PyNet

Use numpy to build neuron network

Missouri

基于目标检测和姿态识别的实时防摔倒检测系统

gradient-descent

梯度下降模型实验

liboml

Library for online machine learning

Kaggle-TPS-June

Kaggle TPS June月赛记录(14/1171)

Kaslanarian.github.io

FastConv

卷积操作(1d, 2d)的快速实现

BIRD_torch

Pyotch implementatin of "Finding Camouflaged Needle in a Haystack? Pornographic Products Detection via Berrypicking Tree Model" (Official code is tf vision).)

CS-BAOYAN-2023

Kaslanarian

STAnomalyTSFM

ThesisRetrieval

一些论文的复现工作

DSCL

Dual-stream Spatio-temporal Contrastive Learning for Long-term Traffic Anomaly Detection (DSCL)

fearure-space-varying-paper

Collections papers for learning in vary feature space (open world).

LKRF

Learning kernels with random features (NIPS 2016)

river

🌊 Online machine learning in Python