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dtreeviz

A python library for decision tree visualization and model interpretation.

easyml

Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.

edaviz

edaviz - Python library for Exploratory Data Analysis and Visualization in Jupyter Notebook or Jupyter Lab

efficient-decision-tree-notes

高效决策树算法系列笔记

elitequant

A list of online resources for quantitative modeling, trading, portfolio management

euler

A distributed graph deep learning framework.

feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

federated

A framework for implementing federated learning

fklearn

fklearn: Functional Machine Learning

flask_vue_ml

后端+前端+算法模型，机器学习项目完整体系搭建。Flask + vue + ML, full stack machine learning project construction.

gans_for_credit_card_data

gbdt_simple_tutorial

python实现GBDT的回归、二分类以及多分类，将算法流程详情进行展示解读并可视化，庖丁解牛地理解GBDT。Gradient Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help readers better understand Gradient Boosting Decision

geekbangpython

geomancer

Automated feature engineering for geospatial data

gnnpapers

Must-read papers on graph neural networks (GNN)

grokking-deep-learning

this repository accompanies my forthcoming book "Grokking Deep Learning"

hyperlearn

50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster

impyute

Data imputations library to preprocess datasets with missing data

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries.

interpret

Fit interpretable models. Explain blackbox machine learning.

interview-code-practice-python

面试题

kaggle

Kaggle 项目实战（教程） = 文档 + 代码 + 视频（欢迎参与）

kaggle_competition_treasure

Describe past Kaggle solutions

kglib

Grakn Knowledge Graph Library (ML R&D)

kgqa_hlm

基于知识图谱的《红楼梦》人物关系可视化及问答系统

kkfileview

使用spring boot打造文件文档在线预览项目解决方案，支持doc、docx、ppt、pptx、xls、xlsx、zip、rar、mp4，mp3以及众多类文本如txt、html、xml、java、properties、sql、js、md、json、conf、ini、vue、php、py、bat、gitignore等文件在线预览

knowledge-graph

深度学习与自然语言处理、知识图谱、对话系统。包括知识获取、知识库构建、知识库应用三大技术研究与应用。

knowledge-graph-embeddings

Implementations of Embedding-based methods for Knowledge Base Completion tasks

knowledge-graph-learning

A curated list of awesome knowledge graph tutorials, projects and communities.

knowledge_graph_demo

This is a demo for a simple knowledge graph.