機械学習 · GitHub

🍃 Using a Neural Network to improve web accessibility in JavaScript.

FaceQnet: Quality Assessment for Face Recognition based on Deep Learning

PyTorch code for "Locating objects without bounding boxes" - Loss function and trained models

Minimal, lightweight JAX implementations of popular models.

Useful Data Science and Machine Learning Tools,Libraries and Packages

Random Network Distillation pytorch

Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Matrix Factorization, Koren Neighborhood Model, Koren Integrated Model, Dawid-Skene, Platt-Burges, Expectation Maximization, Factor Analysis, ISTA, FISTA, ADMM, Gaussian Mixture Model, OPTICS, DBSCAN, Random Forest, Decision Tree, Support Vector Machine, Independent Component Analysis, Latent Semantic Indexing, Principal Component Analysis, Singular Value Decomposition, K Nearest Neighbors, K Means, Naïve Bayes Mixture Model, Gaussian Discriminant Analysis, Newton Method, Coordinate Descent, Gradient Descent, Elastic Net Regression, Ridge Regression, Lasso Regression, Least Squares, Logistic Regression, Linear Regression

Web-interface + rest API for classification and regression (https://jeff1evesque.github.io/machine-learning.docs)

Mask R-CNN for Pulmonary Nodules Diagnosis, using TensorFlow 天池医疗AI大赛：Mask R-CNN肺部结节智能检测（Segmentation + Classification）

This is a third party implementation of RA-CNN in pytorch.

猫狗识别分类(深度学习入门案例)，使用了Tensorflow框架 和 CNN神经网络实现。附有超详细的代码注释，适合新手直接上手Run！

Starter files for Pluralsight course: Understanding Machine Learning with Python

Machine learning flashcards

Udacity's Machine Learning Nanodegree project files and notes.

Running ONNX models in vanilla Kotlin

Pytorch Code for the paper TransWeather - CVPR 2022

PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22

PyTorch implementation of adversarial patch

Research platform for 3D object detection in PyTorch.

Graph Neural Network

Facelet-Bank for Fast Portrait Manipulation (pytorch)

Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)

Unifying Voxel-based Representation with Transformer for 3D Object Detection (NeurIPS 2022)

A selection of state-of-the-art research materials on decision making and motion planning.