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aiopstools

The fundamental package for AIops with python.

anomalydetection

Anomaly Detection with R

awesome-aiops

AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star

breakoutdetection

Breakout Detection via Robust E-Statistics

causal_inference_python_code

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

causalimpact

Python Causal Impact port of Google's Algorithm.

causallift

CausalLift: Causality-based Uplift Modeling in real-world business

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

chinese_models_for_spacy

SpaCy 中文模型 | Models for SpaCy that support Chinese

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

deep-learning-for-recommendation-systems

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

doc2vec

C++ implement of Tomas Mikolov's word/document embedding

doc2vec-golang

doc2vec , word2vec, implemented by golang. word embedding representation

econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

faiss

A library for efficient similarity search and clustering of dense vectors.

from_fourier_to_koopman

Linear and non-linear spectral forecasting algorithms

gpt2-chinese

Chinese version of GPT2 training code, using BERT tokenizer.

hanlp

中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

hnsw-python

hnsw implemented by python

hnswlib

Header-only C++/python library for fast approximate nearest neighbors

how-to-use-gh

interpretable_machine_learning_with_python

Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

introduction-of-github

jiayan

甲言，专注于古代汉语(古汉语/古文/文言文/文言)处理的NLP工具包，支持文言词库构建、分词、词性标注、断句和标点。Jiayan, the NLP toolkit designed for Classical Chinese, supports lexicon construction, tokenizing, POS tagging, sentence segmentation and punctuation.

kashgari

Kashgari is a Production-ready NLP Transfer learning framework for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

lexvec

This is an implementation of the LexVec word embedding model (similar to word2vec and GloVe) that achieves state of the art results in multiple NLP tasks

medium_notebook

Repository containing notebooks of my posts on Medium

nlp-journey

NLP 相关的一些文档、论文及代码, 包括主题模型(Topic Model)、词向量(Word Embedding)、命名实体识别(Named Entity Recognition)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算、机器翻译(Machine Translation)等，涉及到各种与nlp相关的算法，基于tensorflow 2.0。

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

nsg

Navigating Spreading-out Graph For Approximate Nearest Neighbor Search