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eriklindernoren/ML-From-Scratch

Barebones NumPy ML implementations for learning

31.0K
Archived
Python
Computer Vision
Example Projects
NumPy
#machine-learning#deep-learning#numpy

JaidedAI/EasyOCR

OCR library with 80+ languages and scripts support

29.0K
Stable
Python
Computer Vision
#ocr#computer-vision#image-processing

academic/awesome-datascience

Comprehensive Data Science learning and resource guide

28.5K
Active
Tutorials & Courses
ML Ops
#data-science#machine-learning#deep-learning

EthicalML/awesome-production-machine-learning

Curated list of open source libraries for deploying, monitoring, and scaling machine learning in production

20.2K
Active
ML Ops
#machine-learning#mlops#ai

microsoft/LightGBM

A high-performance gradient boosting framework for machine learning tasks like ranking, classification, and more.

18.1K
Active
C++
ML Ops
Python
#machine-learning#gradient-boosting#data-mining

piskvorky/gensim

An advanced natural language processing (NLP) library for topic modeling, text analysis, and word embeddings in Python.

16.4K
Stable
Python
LLM Frameworks
Python
#nlp#topic-modeling#word-embeddings

tangyudi/Ai-Learn

Comprehensive learning roadmap for AI & machine learning, with 200+ practical cases and projects for beginners to experts.

12.7K
Archived
Learning & Education
#machine-learning#deep-learning#computer-vision

rasbt/python-machine-learning-book

A comprehensive code repository and resource for learning machine learning with Python.

12.6K
Archived
Jupyter Notebook
Machine Learning Algorithms
Python
#machine-learning#data-mining#data-science

microsoft/RD-Agent

An R&D agent that automates high-value generic R&D processes to let AI drive data-driven AI.

11.5K
Active
Python
Agents & Orchestration
Python
#ai#automation#data-mining

yzhao062/pyod

A Python library for outlier and anomaly detection, integrating classical and deep learning techniques.

9.7K
Active
Python
Anomaly & Outlier Detection
#anomaly-detection#outlier-detection#unsupervised-learning

sktime/sktime

A unified framework for machine learning with time series in Python, focused on forecasting, anomaly detection, and more.

9.6K
Active
Python
Time Series Analysis
#time-series#forecasting#anomaly-detection

yzhao062/anomaly-detection-resources

A comprehensive collection of resources for anomaly detection, including books, papers, videos, and toolboxes.

9.2K
Stable
Python
LLM Frameworks
Computer Vision
Python
#anomaly-detection#outlier-detection#fraud-detection

catboost/catboost

A high-performance gradient boosting library for machine learning tasks on CPUs and GPUs.

8.8K
Active
C++
ML Ops
API Frameworks
Python
#machine-learning#gradient-boosting#decision-trees

jivoi/awesome-ml-for-cybersecurity

A curated list of machine learning techniques and resources for cybersecurity professionals.

8.2K
Archived
Machine Learning Ops
Security Research
#cybersecurity#data-mining#machine-learning

MontFerret/ferret

Declarative web scraping library written in Go, providing a powerful DSL for extracting data from websites.

5.9K
Stable
Go
Backend Frameworks
CLI Tools
#web-scraping#crawler#data-mining

biolab/orange3

Interactive data analysis tool with machine learning, visualization, and decision tree capabilities

5.6K
Active
Python
ML Ops
Data Visualization
Python
#data-visualization#machine-learning#data-mining

Superalgos/Superalgos

Open-source crypto trading bot with integrated charting, data-mining, backtesting, and multi-server deployment

5.3K
Active
JavaScript
API Frameworks
Databases
React
#crypto-trading#algorithmic-trading#quantitative-trading

rasbt/mlxtend

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

5.1K
Active
Python
ML Ops
Databases
Python
#machine-learning#data-science#data-mining

deanmalmgren/textract

A Python library that provides a simple and unified interface for extracting text from any document format.

4.5K
Archived
HTML
ETL & Pipelines
CLI Tools
Python
#text-extraction#pdf#docx

alibaba/Alink

Alink is a machine learning algorithm platform built on Apache Flink, developed by Alibaba's PAI team.

3.6K
Archived
Java
ML Ops
Databases
#machine-learning#flink#data-mining

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