JepsonWong

AlgoNotes

【浅梦学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容

alphaFM

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

ClipBERT

[CVPR 2021 Best Student Paper Honorable Mention, Oral] Official PyTorch code for ClipBERT, an efficient framework for end-to-end learning on image-text and video-text tasks.

ComiRec

Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"

configor

Light weight configuration library for C++

DebiasedBERT4Rec

Pytorch implementation of the paper "Debiasing the Cloze Task in Sequential Recommendation with Bidirectional Transformers".

DeepCTR-Torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

DeepMatch

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

dssm

DSSM and Multi-View DSSM

euler

A distributed graph deep learning framework.

feathr

Feathr – An Enterprise-Grade, High Performance Feature Store

lda2vec

MatchZoo-py

Facilitating the design, comparison and sharing of deep text matching models.

milvus

An open-source vector database for embedding similarity search and AI applications.

model_search

mrc-for-flat-nested-ner

Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`

Multicore-TSNE

Parallel t-SNE implementation with Python and Torch wrappers.

Multitask-Recommendation-Library

MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.

netron

Visualizer for neural network, deep learning, and machine learning models

onnx

Open standard for machine learning interoperability

onnx2X

ONNX2Pytorch

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Open-Match-Benchmark

Open benchmarking for collaborative filtering and candidate item matching https://openbenchmark.github.io/candidate-matching

OpenMatch

An open source library for candidate item matching

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

recommenders-addons

Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.

simbert

a bert for retrieval and generation

SimCSE

SimCSE: Simple Contrastive Learning of Sentence Embeddings

SINE

Vose-Alias-Method

Python implementation of Vose's alias method, an efficient algorithm for sampling from a discrete probability distribution.