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ada-2017-welfare

Applied Data Analytics training program focused on return to social benefit programs

ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

ailearning

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

awesome-r

A curated list of awesome R packages, frameworks and software.

ccks_baidu_entity_link

ccks baidu entity link 实体链接 第一名

chinese-annotator

Annotator for Chinese Text Corpus (UNDER DEVELOPMENT) 中文文本标注工具

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

courseraml

I took Andrew Ng's Machine Learning course on Coursera and did the homework assigments... but, on my own in python because I love jupyter notebooks!

crfpp

CRF++: Yet Another CRF toolkit

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep_ctr

deep_text_matching

implementation several deep text match (text similarly) models for keras . cdssm, arc-ii,match_pyramid, mvlstm ,esim, drcn ,bimpm, bert, albert, raberta

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

doccano

Open source text annotation tool for machine learning practitioner.

geoda

GeoDa: An introduction to spatial data analysis

geodaspace

Software for Advanced Spatial Econometrics

hands_on_ml_w_scikit_karas_and_tensorflow

Hands-on Machine Learning with Scikit-Learn, Keras and TensorFlow 2nd Edition by Aurélien Géron

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

harvesttext

文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、句法分析等），无监督或弱监督（种子词）方法

linearmodels

Add linear models including instrumental variable and panel data models that are missing from statsmodels.

machine-learning-in-action

⚡️⚡️⚡️《机器学习实战》代码（基于Python3）🚀

machine-learning-with-python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

machinelearning_python

机器学习算法python实现

makeyourownneuralnetwork

Code for the Make Your Own Neural Network book

ml-mastery-zh

:book: [译] MachineLearningMastery 博客文章

natural-language-processing-with-tensorflow

Natural Language Processing with TensorFlow, published by Packt

ner

基于tensorflow深度学习的中文的命名实体识别

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

recommender-system-with-tf2.0

Recurrence the recommender paper with Tensorflow2.0

scikit-learn

scikit-learn: machine learning in Python