fancyqi,github

ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2020

ai-roadmap

ApacheCN AI 路线图（知识树）

ai_challenger_2018

AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world. https://challenger.ai/

awesome-autodl

A curated list of automated deep learning (including neural architecture search and hyper-parameter optimization) resources.

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-recommender-systems

A curated list of awesome resources about Recommender Systems.

bert

TensorFlow code and pre-trained models for BERT

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert-pytorch

Google AI 2018 BERT pytorch implementation

bert-utils

一行代码使用BERT生成句向量，BERT做文本分类、文本相似度计算

bond

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

chinesenlpcorpus

搜集、整理、发布中文自然语言处理语料/数据集，与有志之士共同促进中文自然语言处理的发展。

convpy

Library for lagged conversion rate estimation. Based on the paper "Modeling Delayed Feedback in Display Advertising", Chapelle, 2014.

data-analysis

Data Analysis Using Python

deeplearning-500-questions

enmf

This is our implementation of ENMF: Efficient Neural Matrix Factorization

flask_api

Creating a Machine Learning API using Flask - Repository for AV Article

iohmm

Input Output Hidden Markov Model (IOHMM) in Python

knowledgegraphcourse

东南大学《知识图谱》研究生课程

lihang-code

《统计学习方法》的代码实现

lstm

基于LSTM神经网络的时间序列预测

machine-learning-concepts

Machine Learning Concepts with Concepts

newsrecommendation

Implementations of some methods in news recommendation.

nlp_xiaojiang

自然语言处理（nlp），闲聊机器人（chatbot），BERT句向量-相似度（Sentence Similarity），文本分类（Text classify），实体提取（ner，bert+bilstm+crf），数据增强（text augment enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用

one-python-craftsman

来自一位 Pythonista 的编程经验分享，内容涵盖编码技巧、最佳实践与思维模式等方面。

onlineldavb

Online variational Bayes for latent Dirichlet allocation (LDA)

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

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