ningkangyang Goto Github PK

18065

18.065/18.0651: Matrix Methods in Data Analysis, Signal Processing, and Machine Learning

2022-machine-learning-specialization

3p-mspointnet

This an pytorch implementation of 3P-MSPointNet, which can ifdentify transportation modes of each GPS point in a trip.

actrys

A Python platform to automate calibration of traffic simulations

annotated-transformer

An annotated implementation of the Transformer paper.

book1_python-for-beginners

Book_1_《编程不难》 | 鸢尾花书：从加减乘除到机器学习；开始上传PDF草稿、Jupyter笔记。文件还会经过至少两轮修改，改动会很大，大家注意下载最新版本。请多提意见，谢谢

book2_beauty-of-data-visualization

Book_2_《可视之美》 | 鸢尾花书：从加减乘除到机器学习；36章草稿只差一章，还会经过两轮大修大改，欢迎批评指正

book3_elements-of-mathematics

Book_3_《数学要素》 | 鸢尾花书：从加减乘除到机器学习；上架；欢迎继续纠错，纠错多的同学还会有赠书！

book4_power-of-matrix

Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！

book5_essentials-of-probability-and-statistics

Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；完册，最后打磨。纠错多的同学，有赠书感谢！

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cs224w-colab

Solutions for CS224W Winter 2021 Colab

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70多个国家的500多所大学用于教学。

dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。

deep-semi-supervised-gps-transport-mode

folium_tutorials

maps demo for folium_tutorials

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

gnnbook_related

《图神经网络：基础与前沿》相关资料

graphtransformer

Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.

hsuantienlin_machinelearning

josm-matsim-plugin

k-meansanddtw.

Clustering and fitting of time series based on DTW and k-means

leetcode-go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

maso-msf

matsim-episim-libs

Epidemic simulation for MATSim

matsim-example-project

A small example of how to use MATSim as a library.

ml-andrewng

Notebooks from the Machine Learning Specialization

msrlstm-open

MSRLSTM is a deep learning model for transportation mode detection.

pt2matsim

Package to create a multi-modal MATSim network and schedule from public transit data (GTFS or HAFAS) and an OSM map of the area.