472 Open source projects that are alternatives of or similar to Awesome Production Machine Learning

потоковый курс "Машинное обучение и анализ данных (Machine Learning and Data Mining)" на факультете ВМК МГУ имени М.В. Ломоносова

A collection of infrastructure and tools for research in neural network interpretability.

[ICCV 2017] Torch code for Grad-CAM

Multi-class confusion matrix library in Python

novel deep learning research works with PaddlePaddle

Human-explainable AI.

Always know what to expect from your data.

moDel Agnostic Language for Exploration and eXplanation

CogComp's Natural Language Processing libraries and Demos:

MetaSRA: normalized sample-specific metadata for the Sequence Read Archive

Jekyll-based static site for The Programming Historian

Data collection tool for social media analytics

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

Automatic equation building and curve fitting. Runs on Tensorflow. Built for academia and research.

A toolkit for working with time series in R

IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018

Extract structured data from PDF invoices

A Python Library for Health Predictive Models

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

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

PHP-ML - Machine Learning library for PHP

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

A proofreader for your data

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

CleverCSV is a Python package for handling messy CSV files. It provides a drop-in replacement for the builtin CSV module with improved dialect detection, and comes with a handy command line application for working with CSV files.

All Algorithms implemented in R

Label Studio is a multi-type data labeling and annotation tool with standardized output format

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

Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.

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

ELKI Data Mining Toolkit

Scrape Instagram's API with Puppeteer

The Ruby DataMining Gem, is a little collection of several Data-Mining-Algorithms

XAI - An eXplainability toolbox for machine learning

用python和sklearn两种方法实现李航《统计学习方法》中的算法

Dataset format for AI. Build, manage, & visualize datasets for deep learning. Stream data real-time to PyTorch/TensorFlow & version-control it. https://activeloop.ai

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

An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).

Ultimate Python library for time series analysis and backtesting at scale

Visualization toolkit for neural networks in PyTorch! Demo -->

Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)

2018-DC-“达观杯”文本智能处理挑战赛：冠军 (1st/3131)

Interesting resources related to XAI (Explainable Artificial Intelligence)

Job data mining repo for lagou.com

A Python framework for creating reproducible, maintainable and modular data science code.

Google Cloud Dataflow provides a simple, powerful model for building both batch and streaming parallel data processing pipelines.

Practical Data Science with Ruby based tools.

UC Berkeley team's submission for RecSys Challenge 2018

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

💡 A curated list of adversarial attacks on model explanations

安全场景、基于AI的安全算法和安全数据分析学习资料整理

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

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:

End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.

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

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

Privacy Testing for Deep Learning

A curated list of data mining papers about fraud detection.

Public facing deeplift repo