Shujian2015

FreeML

A List of Data Science/Machine Learning Resources (Mostly Free)

arxiv_reading

awesome-recommender-systems

A curated list of awesome resources about Recommender Systems.

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

Semantic-Search

Semantic search using Transformers and others

awesome-actions

A curated list of awesome actions to use on GitHub

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

awesome-RecSys

A curated list of awesome Recommender System (Books, Conferences, Researchers, Papers, Github Repositories, Useful Sites, Youtube Videos)

awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

awesome-sentence-embedding

A curated list of pretrained sentence and word embedding models

bert2dnn

Large Scale BERT Distillation

DeepMatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors for user and item which can be used for ANN search.

deepwalk_node2vector_eges

将deepwalk、node2vector和阿里的文章:Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba 用代码实现

DLFS_code

Code for the book Deep Learning From Scratch, from O'Reilly September 2019

elastiknn

Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.

fast-bert

Super easy library for BERT based NLP models

fixmatch

github-typo-corpus

GitHub Typo Corpus: A Large-Scale Multilingual Dataset of Misspellings and Grammatical Errors

hnswlib

Header-only C++/python library for fast approximate nearest neighbors

k-NN

A machine learning plugin which supports a k-NN proximity algorithm for Open Distro for Elasticsearch

kaldi-gstreamer-server

Real-time full-duplex speech recognition server, based on the Kaldi toolkit and the GStreamer framwork.

mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

PreSumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

ranking

Learning to Rank in TensorFlow

RSPapers

A Curated List of Must-read Papers on Recommender System.

sentence-transformers

Sentence Embeddings with BERT & XLNet

torchgpipe

A GPipe implementation in PyTorch

TravelPlanner

Source code of TravelPlanner

youtube-dl

Command-line program to download videos from YouTube.com and other video sites