Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Topic Modelling for Humans
A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
A unified framework for machine learning with time series
Anomaly detection related books, papers, videos, and toolboxes
Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through R&D-Agent, which lets AI drive data-driven AI. 🔗https://aka.ms/RD-Agent-Tech-Report
🍊 📊 💡 Orange: Interactive data analysis
A library of extension and helper modules for Python's data analysis and machine learning libraries.
A set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values
novel deep learning research works with PaddlePaddle
A curated list of data mining papers about fraud detection.
Multi-class confusion matrix library in Python
AIL framework - Analysis Information Leak framework. Project moved to https://github.com/ail-project
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.
A Deep Learning Python Toolkit for Healthcare Applications.
A toolkit for time series machine learning and deep learning
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