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

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

🏗️ Statistical models for biomolecular dynamics 🏗️

A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.

HoG, PCA, PSO, Hard Negative Mining, Sliding Window, Edge Boxes, NMS

a repository for my curriculum project

A repository for recording the machine learning code

VIP is a python package/library for angular, reference star and spectral differential imaging for exoplanet/disk detection through high-contrast imaging.

PCA that iteratively replaces missing data

โค้ดประกอบเนื้อหา Python Machine Learning เบื้องต้น

A repository contains more than 12 common statistical machine learning algorithm implementations. 常见机器学习算法原理与实现

经典机器学习算法的极简实现

Simple Implementation of Network Intrusion Detection System. KddCup'99 Data set is used for this project. kdd_cup_10_percent is used for training test. correct set is used for test. PCA is used for dimension reduction. SVM and KNN supervised algorithms are the classification algorithms of project. Accuracy : %83.5 For SVM , %80 For KNN

Code for "Effective Dimensionality Reduction for Word Embeddings".

统计分析课程实验作业/包含《统计分析方法》中因子分析，主成分分析，Kmeans聚类等典型算法的手写实现

Implementation of PCA/2D-PCA/2D(Square)-PCA in Python for recognizing Faces: 1. Single Person Image 2. Group Image 3. Recognize Face In Video

Official code of ECCV 2020 paper "GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision". GSNet performs joint vehicle pose estimation and vehicle shape reconstruction with single RGB image as input.

Create animations for the optimization trajectory of neural nets

Face Recognition Based Attendance System