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nlp-beginner

NLP上手教程

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp_course

YSDA course in Natural Language Processing

nndl-codes

Sample Codes for NNDL

nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

notes_and_translation

项目笔记和外文翻译

predictionio

PredictionIO, a machine learning server for developers and ML engineers.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-tutorial

Build your neural network easy and fast

recommendation

推荐系统实例

research_tao

NLP研究入门之道

rspapers

Must-read papers on Recommender System.

scikit-learn

scikit-learn: machine learning in Python

snownlp

Python library for processing Chinese text

spark

Apache Spark

study_job

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tensorflow-tutorial

Tensorflow tutorial from basic to hard

tutorials

机器学习相关教程

weekly

技术分享周刊，每周五发布

weibo

wb

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.