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

✭ 530

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Feature Engineering And Feature Selection

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

✭ 526

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Rong360

用户贷款风险预测

✭ 489

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Ferret

Declarative web scraping

✭ 4,837

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Combo

(AAAI' 20) A Python Toolbox for Machine Learning Model Combination

✭ 481

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Kam1n0 Community

The Kam1n0 Assembly Analysis Platform

✭ 467

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Awesome Ml For Cybersecurity

Machine Learning for Cyber Security

✭ 4,814

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Book Socialmediaminingpython

Companion code for the book "Mastering Social Media Mining with Python"

✭ 462

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Pyod

A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

✭ 5,083

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Anomaly Detection Resources

Anomaly detection related books, papers, videos, and toolboxes

✭ 5,306

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Krangl

krangl is a {K}otlin DSL for data w{rangl}ing

✭ 430

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Mli Resources

H2O.ai Machine Learning Interpretability Resources

✭ 428

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Cogcomp Nlp

CogComp's Natural Language Processing libraries and Demos:

✭ 410

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Jekyll

Jekyll-based static site for The Programming Historian

✭ 387

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Sktime

A unified framework for machine learning with time series

✭ 4,741

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Ml From Scratch

Python implementations of some of the fundamental Machine Learning models and algorithms from scratch.

✭ 20,624

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Rmdl

RMDL: Random Multimodel Deep Learning for Classification

✭ 375

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Timetk

A toolkit for working with time series in R

✭ 371

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Graph Adversarial Learning Literature

A curated list of adversarial attacks and defenses papers on graph-structured data.

✭ 362

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Pyhealth

A Python Library for Health Predictive Models

✭ 360

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Text mining resources

Resources for learning about Text Mining and Natural Language Processing

✭ 358

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Artificial Adversary

🗣️ Tool to generate adversarial text examples and test machine learning models against them

✭ 348

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Graph Fraud Detection Papers

A curated list of fraud detection papers using graph information or graph neural networks

✭ 339

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Mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

✭ 3,729

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Pm4py Core

Public repository for the PM4Py (Process Mining for Python) project.

✭ 313

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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

✭ 4,387

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Pydataroad

open source for wechat-official-account (ID: PyDataLab)

✭ 302

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All Algorithms implemented in R

✭ 294

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Machine Learning Books

book

✭ 290

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Textract

extract text from any document. no muss. no fuss.

✭ 3,165

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Knowage Server

Knowage is the professional open source suite for modern business analytics over traditional sources and big data systems.

✭ 276

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Urs

Universal Reddit Scraper - A comprehensive Reddit scraping command-line tool written in Python.

✭ 275

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Instamancer

Scrape Instagram's API with Puppeteer

✭ 273

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Lihang algorithms

用python和sklearn两种方法实现李航《统计学习方法》中的算法

✭ 263

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Game Datasets

🎮 A curated list of awesome game datasets, and tools to artificial intelligence in games

✭ 261

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2018 Dc Datagrand Textintelprocess

2018-DC-“达观杯”文本智能处理挑战赛：冠军 (1st/3131)

✭ 260

text-classification data-mining

Lagoujob

Job data mining repo for lagou.com

✭ 256

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Alink

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

Spotify-Song-Recommendation-ML

UC Berkeley team's submission for RecSys Challenge 2018

✭ 70

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Data-mining-python-script

It contain various script on web crawling/ data mining of social web(RSS,facebook,twitter,Linkedin)

✭ 24

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crowdsource-video-experiments-on-android

Crowdsourcing video experiments (such as collaborative benchmarking and optimization of DNN algorithms) using Collective Knowledge Framework across diverse Android devices provided by volunteers. Results are continuously aggregated in the open repository:

diabetes use case

Sample use case for Xavier AI in Healthcare conference: https://www.xavierhealth.org/ai-summit-day2/

✭ 22

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twitter-analytics-wrapper

A simple Python wrapper to download tweets data from the Twitter Analytics platform. Particularly interesting for the impressions metrics that are unavailable on current Twitter API. Also works for the videos data.

✭ 44

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algorithms

basic algorithms and solutions

✭ 22

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JobRequirementAnalysis

📉 使用 R 语言从拉勾网看数据挖掘岗位现状

✭ 26

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BTM-Java

A java implement of Biterm Topic Model