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anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

biaslfm

ctr_data

avazu ctr prediction data

deep-learning-course

This repository is used to practice deep learning algorithms.

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deepctr

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

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

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.

difacto_dmlc

Distributed FM and LR based on Parameter Server with Ftrl

dssm

DSSM and Multi-View DSSM

dssm-lookalike

faiss_note

faiss wiki in chinese.

fast-map-dpp

Fast Greedy MAP Inference for DPP

fasttext

Library for fast text representation and classification.

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

incremental-word2vec

Modify word2vec such that it's possible to "condition" on existing embeddings for some words, and induce embeddings for new words.

jetbrains-agent-latest

jetbrains全家桶永久激活破解，不需要修改host。完美破解！共享给各个程序员兄弟使用。适用于2020版本。

lambdafm

Multi-thread implementation of lambdaFM with FTRL for ranking problem. LambdaFM is a learning-to-rank algorithm by combining LambdaRank and Factorization Machines.

leetcode

这个库用于总结leetcode中遇到的习题，期望按照数据结构和常用方法分成2类，进行总结，发现每类解题的特征和解题思路。

leetcode-1

记录LeetCode的解答过程

leetcode-courses

正确的姿势，学习的态度来刷 LeetCode：高效的代码、简洁的注释、精炼的总结。

machine-learning-course

This repository is used to practice machine learning algorithms.Including: principle derivation, algorithm application examples

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1500+页)和视频链接

machinelearning

Machine Learning in Action（机器学习实战）

mydssm

natural-language-processing-practise

This repository will focus on NLP algorithm

nmslib

Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

optimization-algorithm-course

This repository is used to practice optimization algorithm.

pe-ltr

Demo implementation for "A Pareto-Efficient Algorithm for Multiple Objective Optimization in E-Commerce Recommendation".

pytorch-biggraph

Generate embeddings from large-scale graph-structured data.