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100-nlp-papers

100 Must-Read NLP Papers

agriculture_knowledgegraph

农业知识图谱(KG)：农业领域的信息检索，命名实体识别，关系抽取，分类树构建，数据挖掘

ai-edu

AI education materials for Chinese students, teachers and IT professionals.

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

algorithm016

amlsim

This project is intended to provide a multi-agent based simulator that generates a series of banking transaction data together with a set of known money laundering patterns. We welcome you to enhance this effort since data set is critical to advance our detection capabilities of money laundering activities

automated-feature-engineering

Automated feature engineering in Python with Featuretools

automated-manual-comparison

Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

beginner_nlp

A curated list of beginner resources in Natural Language Processing

bgnn-aml

The source code of paper 'Bitcoin Anti-Money Laundering Based on BGNN Graph Neural Network'

cdcs

Chinese Data Competitions' Solutions

cn_mooc_dl

**大学MOOC，学堂在线，网易云课堂，下载

codewars_exercise

through the codewars, I can learn much from others especially the same function with various method

coding-interview-university

A complete computer science study plan to become a software engineer.

convseg

Convolutional neural network and word embeddings for Chinese word segmentation

course-nlp

A Code-First Introduction to NLP course

ctci-6th-edition

Cracking the Coding Interview 6th Ed. Solutions

data-science-notes

数据科学的笔记以及资料搜集

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，近30万字。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

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deeplearningcoursecodes

Notes, Codes, and Tutorials for the Deep Learning Course at ChinaHadoop

distributed

A distributed task scheduler for Dask

effectivetensorflow

TensorFlow tutorials and best practices.

eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

endnote_tutorial_hand_by_hand

手把手教你使用 EndNote X9/NoteExpress

exercise

exercise for nndl

fcmlcode

feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018