kunyang-yu Goto Github PK

autocut

用文本编辑器剪视频

bad-boids

A deliberately badly programmed implementation of Boids for teaching

bad-boids-1

A deliberately badly programmed implementation of Boids for teaching

boids_flocking_simulation

Boids算法模拟

clustering

Python Implementation of KMeans, KMedoids, Naive Bayes Classifier, NLP

clustering_and_dimensionality_reduction

Apply dimensionality reduction algorithms of PCA, ICA, LDA, RF, RP and clustering algorithms of k-means and GMM on Letter Recognition and Bioresponse datasets.

collision-avoidance-with-drl

利用深度强化学习的方法实现多智能体间离散无交流的障碍避免。其中强化学习算法训练模型所需的数据集由最优互惠碰撞避免(Optimal Reciprocal Collision Avoidance， ORCA)算法生成。

compgcn

ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。

dimensionality-reduction-algorithm

:relaxed: PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

kuny-yu

Config files for my GitHub profile.

movie_recommender

MovieLens based recommender system.使用MovieLens数据集训练的电影推荐系统。

movies_recommend

movie recommender system in use Collaborative Filtering / 基于协同过滤的电影推荐系统

multinomial-logistic-regression

Multi-class(One Vs All) implementation of logistic regression using numpy

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

neural_graph_collaborative_filtering

Neural Graph Collaborative Filtering, SIGIR2019

pattern-recognition-experiment-of-seu-lesson_neural-network-pca-k-means

personal-apply-on-d2l

pgl

Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle

singa

a distributed deep learning platform

speech-and-language-processing-ver3-solutions

Solutions of NLPBOOK (3rd version draft)/SLP3