data-mining · GitHub Topics

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

OCR 深度学习 crnn PyTorch lstm 机器学习 scene-text scene-text-recognition optical-character-recognition cnn data-mining 图像处理 Python easyocr information-retrieval

Python 26.94 k

9 个月前

academic / awesome-datascience

#Awesome#数据科学相关资源汇总

数据科学机器学习数据可视化 science data-mining Awesome Lists 深度学习 analytics data-scientists Hacktoberfest

26.62 k

20 天前

eriklindernoren / ML-From-Scratch

#计算机科学#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 learnin...

机器学习深度学习 deep-reinforcement-learning machine-learning-from-scratch 数据科学 data-mining genetic-algorithm

Python 24.59 k

2 年前

EthicalML / awesome-production-machine-learning

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

机器学习 mlops interpretability explainability responsible-ai 深度学习 machine-learning-operations ml-ops ml-operations privacy-preserving privacy-preserving-machine-learning data-mining production-machine-learning Awesome Lists

18.6 k

15 天前

microsoft / LightGBM

#计算机科学#LightGBM是一个基于决策树算法的分布式梯度提升框架（GBT、GBDT、GBRT、GBM或MART），用于排名、分类和许多其他机器学习任务。

gbdt gbm 机器学习 data-mining distributed lightgbm gbrt Microsoft decision-trees gradient-boosting Python R parallel kaggle

C++ 17.31 k

3 天前

piskvorky / gensim

#自然语言处理#Topic Modelling for Humans

gensim topic-modeling information-retrieval 机器学习自然语言处理数据科学 Python data-mining word2vec word-embeddings 神经网络 fasttext

Python 16.06 k

5 天前

rasbt / python-machine-learning-book

#计算机科学#The "Python Machine Learning (1st edition)" book code repository and info resource

机器学习 logistic-regression 数据科学 data-mining Python scikit-learn 神经网络

Jupyter Notebook 12.44 k

7 个月前

tangyudi / Ai-Learn

#自然语言处理#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-in...

机器学习深度学习数据分析 data-mining 数学数据科学人工智能 Python Tensorflow tensorflow2 caffe Keras PyTorch 算法 NumPy pandas matplotlib seaborn 自然语言处理 cv

11.27 k

1 年前

yzhao062 / pyod

#计算机科学#A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

outlier-detection anomaly-detection outlier-ensembles outliers anomaly Python 机器学习 data-mining unsupervised-learning fraud-detection autoencoder neural-networks 深度学习数据科学数据分析 out-of-distribution-detection

Python 9.27 k

2 个月前

sktime / sktime

#计算机科学#A unified framework for machine learning with time series

time-series 机器学习 scikit-learn time-series-classification time-series-regression forecasting time-series-analysis 数据科学 data-mining Hacktoberfest 人工智能 anomaly-detection changepoint-detection sktime time-series-segmentation

Python 9.09 k

3 天前

yzhao062 / anomaly-detection-resources

#Awesome#Anomaly detection related books, papers, videos, and toolboxes

outlier-detection anomaly-detection outlier outlier-ensembles time-series-analysis data-mining Awesome Lists unsupervised-learning fraud fraud-detection 机器学习 graph-neural-networks

Python 8.76 k

2 个月前

catboost / catboost

#计算机科学#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 computa...

机器学习 decision-trees gradient-boosting gbm gbdt Python R kaggle gpu-computing catboost 教程 categorical-features gpu coreml 数据科学 big-data CUDA data-mining

C++ 8.43 k

13 小时前

jivoi / awesome-ml-for-cybersecurity

#Awesome# Machine Learning for Cyber Security

机器学习 cyber-security data-mining Awesome Lists

7.6 k

10 个月前

microsoft / RD-Agent

#大语言模型#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 committe...

agent 人工智能自动化 data-mining 数据科学 Development 大语言模型 research

Python 5.88 k

4 小时前