ssxjss Goto Github PK

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-self-supervised-learning

A curated list of awesome Self-Supervised methods

book-ml-sem

《机器学习：软件工程方法与实现》Method and implementation of machine learning software engineering

causalml

Uplift modeling and causal inference with machine learning algorithms

causaltree

Working repository for Causal Tree and extensions

dependency_sentimentanalysis

基于依存句法的句子级细粒度情感计算

emotionanalysis

针对手机评论数据的情感挖掘与分析项目，基于依存句法分析和情感词库提取特征词，并对特征词做情感极性预测标注。

featureranking

graphembedding

Implementation and experiments of graph embedding algorithms.

images

lifelines

Survival analysis in Python

lifetime_value

lihang-code

《统计学习方法》的代码实现

ltp_python_interface

根据自己搭的 LTP 服务器，实现：分词、词性标注、命名实体识别、依存句法分析、语义角色标、命名实体的抽取：人名，地名，机构名、三元组的抽取：主谓宾，动宾关系，介宾关系，（实体1，关系，实体2）

machine_learning_materials_to_follow

Machine Learning Materials

ml_practice

ML Records in 1110 Lab of BUPT. Some detailed information can be referenced on: https://mathpretty.com/10388.html

mlimpl

This Repository gathered some code which encapsulates commonly used methods in the field of machine learning. Most of them are based on Numpy and Pandas.U can deepen the understanding of related algorithm by referring to this repository.

mlinsights

Extends scikit-learn with new models, transformers, metrics, plotting.

node2vec

Python implementation of node2vec to generate node embeddings in a graph

opinion-mining-on-hotel-reviews

This project has the objective of recognizing and extracting features / aspects from reviews using Natural Language Processing and Data Mining concepts.

opinion-mining-project

Feature-Based Sentiment Analysis in Python

opinionmining-of-digitalproductreviews

This is an assignment project of AI Principle Course 2016 in Tsinghua University. We conduct a rule-based methed on the dataset of digital product reviews to extract the opinions of these reviews.

pylogit

A python package for estimating conditional logit models.

pyvisualization

python数据可视化

some-data-mining

A set of data mining related aspects including collaborative filtering, classification using decision trees, association rule mining using apriori. Work is entirely in python, numPy, sciPy.

statquest

StatQuest with Josh Starmer

survival_analysis

Survival Analysis with non-parametric, semi-parametric, and parametric models

td-lstm

Attention-based Aspect-term Sentiment Analysis implemented by tensorflow.

triple_extraction

依存句法关系之三元组提取方法示例