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ance

A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

angel-graph

The graph computing package for Angel.

animalai_hppo

藉由階層式的PPO演算法來訓練agent應對不同環境

ann-server

query server for approximate nearest neighbors

annotated-gumbel-softmax-and-score-function

The annotated gumbel-softmax estimator and score function estimator for the gradients of discrete structures: training details, parameter tuning, and all engineering stuff

annotation_tools

Open Source Annotation Tools for Computer Vision and NLP tasks

anomaly-detection-and-lime

[Python][TensorFlow] Perform anomaly detection with different algorithm and explain results with LIME

antimirov

algebraic manipulation of regular expressions

api_chatgpt_erc_ner

applied-ml

📚 Papers & articles of companies sharing their work on applied data science & machine learning.

aquvitae

The Easiest Knowledge Distillation Library for Lightweight Deep Learning

ar-lstms

Predicting Transportation Demand based on AR-LSTMs Model with Multi-Head Attention

arch-book

online book about architecture(in Chinese)

architecture.of.internet-product

互联网公司技术架构，微信/淘宝/微博/腾讯/阿里/美团点评/百度/Google/Facebook/Amazon/eBay的架构，欢迎PR补充

arfs

All Relevant Feature Selection

ark-nlp

A private nlp coding package, which quickly implements the SOTA solutions.

armemnet

armemnet-bigdl

arsm

Low-variance and unbiased gradient for backpropagation through categorical random variables, with application in variational auto-encoder and reinforcement learning. ICML 2019

articlepairmatching

The code of ACL 2019 paper: Matching Article Pairs with Graphical Decomposition and Convolutions

artificial-adversary

🗣️ Tool to generate adversarial text examples and test machine learning models against them

arxausality

A every-so-often-updated collection of every causality + machine learning paper submitted to arXiv in the recent past.

asne

A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).

aspect-based-sentiment-analysis

A paper list for aspect based sentiment analysis.

asymproj_edge_dnn

async_d_admm

atfm

Attentive Traffic Flow Machines

atfm_bpr

Bayesian Personalized Ranking Model with Attribute-to-Feature Mappings for Cold-Start Recommendation

athena

an open-source implementation of sequence-to-sequence based speech processing engine