Starred repositories
An implementation of the Fourier Transform using Python
An implementation of the Viterbi Algorithm for training Hidden Markov models. This repo accompanies the video found here: https://www.youtube.com/watch?v=kqSzLo9fenk
wmathor / nlp-tutorial
Forked from graykode/nlp-tutorialNatural Language Processing Tutorial for Deep Learning Researchers
A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"
A PyTorch implementation of the Transformer model in "Attention is All You Need".
Papers on Graph neural network(GNN)
⛽️「算法通关手册」：超详细的「算法与数据结构」基础讲解教程，从零基础开始学习算法知识，850+ 道「LeetCode 题目」详细解析，200 道「大厂面试热门题目」。
推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/
清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University
D's Machine Learning is a machine learning toolkit for python,focus on rightness but efficiency
Python 3.6 下的推荐算法解析，尽量使用简单的语言剖析原理，相似度度量、协同过滤、矩阵分解等
Implementation of SVD and SVD++ for recommendation
MovieLens based recommender system.使用MovieLens数据集训练的电影推荐系统。
Must-read papers on graph neural networks (GNN)
Kaggle classic case（Dataset and ipython file）
Reproducing the paper: "Time2Vec: Learning a Vector Representation of Time" - https://arxiv.org/pdf/1907.05321.pdf
Datasets, Transforms and Models specific to Computer Vision
Time-Series Event Prediction with Evolutionary State Graph, WSDM 2021
Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Fully Convlutional Neural Networks for state-of-the-art time series classification