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academic / awesome-datascience

📝 An awesome Data Science repository to learn and apply for real world problems.

science data-science machine-learning data-mining deep-learning analytics data-visualization awesome-list data-scientists hacktoberfest

Updated Dec 18, 2024

JaidedAI / EasyOCR

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Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

python machine-learning information-retrieval data-mining ocr deep-learning image-processing cnn pytorch lstm optical-character-recognition crnn scene-text scene-text-recognition easyocr

Updated Sep 24, 2024
Python

eriklindernoren / ML-From-Scratch

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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.

data-science machine-learning data-mining deep-learning genetic-algorithm deep-reinforcement-learning machine-learning-from-scratch

Updated Oct 15, 2023
Python

EthicalML / awesome-production-machine-learning

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A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

machine-learning data-mining awesome deep-learning awesome-list interpretability privacy-preserving production-machine-learning mlops privacy-preserving-machine-learning explainability responsible-ai machine-learning-operations ml-ops ml-operations privacy-preserving-ml large-scale-ml production-ml large-scale-machine-learning

Updated Dec 2, 2024

microsoft / LightGBM

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A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

microsoft python machine-learning data-mining r parallel distributed kaggle gbdt gbm lightgbm gbrt decision-trees gradient-boosting

Updated Dec 22, 2024
C++

piskvorky / gensim

Sponsor

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Topic Modelling for Humans

python nlp data-science machine-learning natural-language-processing information-retrieval data-mining neural-network word2vec word-embeddings topic-modeling gensim fasttext document-similarity word-similarity

Updated Dec 18, 2024
Python

rasbt / python-machine-learning-book

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The "Python Machine Learning (1st edition)" book code repository and info resource

python data-science machine-learning data-mining neural-network scikit-learn machine-learning-algorithms logistic-regression

Updated Nov 20, 2024
Jupyter Notebook

tangyudi / Ai-Learn

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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

Updated Jun 2, 2024

yzhao062 / pyod

Sponsor

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A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

python data-science machine-learning data-mining deep-learning python3 neural-networks outliers autoencoder data-analysis outlier-detection anomaly unsupervised-learning fraud-detection anomaly-detection outlier-ensembles novelty-detection out-of-distribution-detection

Updated Dec 22, 2024
Python

yzhao062 / anomaly-detection-resources

Sponsor

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Anomaly detection related books, papers, videos, and toolboxes

machine-learning data-mining awesome awesome-list outlier-detection unsupervised-learning fraud-detection time-series-analysis anomaly-detection fraud outlier outlier-ensembles graph-neural-networks

Updated Dec 21, 2024
Python

catboost / catboost

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A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.