longchuan1985

100-Days-Of-ML-Code

100 Days of ML Coding

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

AutoInt

Implementation of AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks

awesome-transformer

A collection of transformer's guides, implementations and variants.

deep-recommender-system

深度学习在推荐系统中的应用及论文小结。

Deep_Rec

存放推荐算法相关代码、文档、资料

DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt

dien

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Learning

Leetcode-1-400

source https://cspiration.com/leetcodeClassification

Machine-Learning-Links-And-Lessons-Learned

List of all the lessons learned, best practices, and links from my time studying machine learning

MIMN

nlp_course

YSDA course in Natural Language Processing

nsfw_data_source_urls

Collection of NSFW images URLs for the purposes of training an NSFW Image Classifier

OI-wiki

:star2: Wiki for OI / ICPC. （某大型游戏线上攻略，内含炫酷算术魔法）

PlotNeuralNet

Latex code for making neural networks diagrams

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

QuickDraw

Implementation of Quickdraw - an online game developed by Google

Reco-papers

Classic papers and resources on recommendation

recommenders

Best Practices on Recommendation Systems

SDFC

SPTAG

A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.

tensorboard-plugin-example

TensorFlow-Course

Simple and ready-to-use tutorials for TensorFlow

TFHubSample

Demonstration of usage of different types of TensorFlow Hub modules integrated with Datasets, Iterators and Saved_Models.

Catalogue

house

有完整版的PDF下载。

References_Books

My reference books