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daishu-li's Projects

gru-svm icon gru-svm

[ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection

hog-feature icon hog-feature

HOG feature extractor with simple python implementation

large-scale-ml icon large-scale-ml

Implementation of standard Large Scale ML algorithms for Perceptrons, SVM and KNN Joins using MapReduce

leetcode-py icon leetcode-py

⛽️「算法通关手册」,超详细的「算法与数据结构」基础讲解教程,「LeetCode」650+ 道题目 Python 版的详细解析。通过「算法理论学习」和「编程实战练习」相结合的方式,从零基础到彻底掌握算法知识。

lpmp icon lpmp

Solving LPs with convergent message passing

malware-classification icon malware-classification

Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification

orl_faces icon orl_faces

ORL人脸识别不同算法的实现,用到了scikit-learn,tensorflow等,任选5张训练,5张测试。因为每次训练随机挑选,所以每次输出识别率有偏差 算法 识别率 bp神经网络 0.8 pca+bp神经网络 0.85 小波变换+pca+bp神经网络 0.95 CNN 0.98 小波变换+pca+SVM 0.98####同时希望大家提出宝贵意见,欢迎学习交流,如果你喜欢该项目,请star或者fork一下,你的主动将是我前行的动力####

pfedme icon pfedme

Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)

platemo icon platemo

Evolutionary multi-objective optimization platform

platypus icon platypus

A Free and Open Source Python Library for Multiobjective Optimization

pysyft icon pysyft

A library for answering questions using data you cannot see

python icon python

All Algorithms implemented in Python

qix icon qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

ray icon ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

shogun icon shogun

The Shogun Machine Learning Toolbox (Source Code)

sleep-stage-identification icon sleep-stage-identification

Project for identify human sleep stage using the combination of ELM and PSO compared to the combination of SVM and PSO

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