data-mining · GitHub Topics | GitHub 中文社区

#Awesome# 数据科学相关资源汇总

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

25.17 k

15 天前

ML-From-Scratch

Erik Linder-Norén@eriklindernoren

#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...

翻译 - 从零开始的机器学习。机器学习模型和算法的裸露NumPy实现重点在于可访问性。旨在涵盖从线性回归到深度学习的所有内容。

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

Python24.02 k

1 年前

LightGBM

Microsoft@microsoft

#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 machine-learning data-mining distributed lightgbm gbrt microsoft decision-trees gradient-boosting

C++16.72 k

5 天前

gensim

@piskvorky

#自然语言处理# Topic Modelling for Humans

翻译 - 人类主题建模

gensim topic-modeling information-retrieval machine-learning natural-language-processing nlp data-science python data-mining word2vec

Python15.7 k

3 个月前

Ai-Learn

@tangyudi

#计算机科学# 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...

machine-learning deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2

9.93 k

6 个月前

pyod

Yue Zhao@yzhao062

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

翻译 - 用于可扩展离群值检测（异常检测）的Python工具箱

outlier-detection anomaly-detection outlier-ensembles outliers anomaly python machine-learning data-mining unsupervised-learning python3

Python8.6 k

11 天前

anomaly-detection-resources

Yue Zhao@yzhao062

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

翻译 - 与异常检测相关的书籍，论文，视频和工具箱

outlier-detection anomaly-detection outlier outlier-ensembles time-series-analysis data-mining awesome awesome-list

Python8.4 k

4 个月前

sktime

@sktime

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

翻译 - 兼容scikit-learn的Python工具箱，用于按时间序列进行机器学习

time-series machine-learning scikit-learn time-series-classification time-series-regression forecasting time-series-analysis data-science data-mining

Python7.81 k

2 个月前

kaggle-solutions

@faridrashidi

#计算机科学# 🏅 Collection of Kaggle Solutions and Ideas 🏅

翻译 - Ka Kaggle解决方案和想法🏅

kaggle competition solutions data-science awesome machine-learning data-mining

HTML4.99 k

5 天前

orange3

@biolab

#计算机科学# 🍊 📊 💡 Orange: Interactive data analysis

翻译 - 🍊 📊 💡 Orange：交互式数据分析

data-mining data-science machine-learning data-visualization orange python scikit-learn numpy scipy pandas

Python4.88 k

7 天前

textract

Dean Malmgren@deanmalmgren

#自然语言处理# extract text from any document. no muss. no fuss.

翻译 - 从任何文档中提取文本。不要糊涂别大惊小怪。

python natural-language-processing data-mining text-mining

HTML3.91 k

4 天前

graphic-walker

@Kanaries

An open source alternative to Tableau. Embeddable visual analytic

tableau vega-lite visualization bi data-visualization pivot-table react data data-analysis data-mining

TypeScript2.53 k

16 天前

bolt

@dblalock

#计算机科学# 10x faster matrix and vector operations

翻译 - 矩阵和向量运算速度提高 10 倍。

machine-learning data-mining database compression

C++2.47 k

2 年前

Papers-Literature-ML-DL-RL-AI

@tirthajyoti

#计算机科学# Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

翻译 - 与机器学习，深度学习，人工智能，博弈论，强化学习有关的高引用和有用论文

deep-learning machine-learning machine-learning-algorithms artificial-intelligence neural-network paper learning-theory reinforcement-learning statistical-learning data-mining

2.43 k

2 年前

Rubix ML@RubixML

#计算机科学# A high-level machine learning and deep learning library for the PHP language.

翻译 - 用于PHP语言的高级机器学习和深度学习库。

machine-learning data-science neural-network data-mining analytics php artificial-intelligence classification clustering regression

PHP2.05 k

13 天前

Research

@PaddlePaddle • 百度

#自然语言处理# novel deep learning research works with PaddlePaddle

翻译 - 新颖的深度学习研究与 PaddlePaddle 合作

deep-learning computer-vision nlp knowledge-graph spatial-temporal data-mining

Python1.72 k

3 个月前🇨🇳

RD-Agent

Microsoft@microsoft

#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 ai automation data-mining data-science development llm research

Python1.12 k

9 天前

PyHealth

@sunlabuiuc

#计算机科学# A Deep Learning Python Toolkit for Healthcare Applications.

翻译 - 用于医疗保健AI的Python库

healthcare python data-mining deep-learning preprocessing medical clinical-data clinical-research

Python901

6 个月前

ADBench

@Minqi824

#计算机科学# Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.

anomaly-detection benchmark data-mining deep-learning machine-learning outlier-detection semi-supervised-learning supervised-learning unsupervised-learning data-sicence

Python880

1 年前

MIDAS

@Stream-AD

#计算机科学# Anomaly Detection on Dynamic (time-evolving) Graphs in Real-time and Streaming manner. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.

翻译 - MIDAS：动态图形中的实时流异常检测

anomaly-detection streaming anomalydetection aaai2020 outlier-detection data-mining machine-learning anomaly darpa twitter-dataset

C++762

10 个月前