scikit-learn

#新手入门# 微软针对初学者的机器学习课程，课程分为12周，25课时。

ml data-science machine-learning machine-learning-algorithms machinelearning python machinelearning-python scikit-learn scikit-learn-python r

HTML69.86 k

2 天前

PythonDataScienceHandbook

Jake Vanderplas@jakevdp

《Python 数据科学手册》，全文以Jupyter Notebooks形式呈现

scikit-learn numpy python jupyter-notebook matplotlib pandas

Jupyter Notebook43.26 k

5 个月前

data-science-ipython-notebooks

Donne Martin@donnemartin

#计算机科学# Python 数据科学学习笔记：深度学习 (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, 大数据 (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python 核心, AWS, Linux命令

python machine-learning deep-learning data-science big-data aws tensorflow theano caffe scikit-learn

Python27.5 k

8 个月前

handson-ml

Aurélien Geron@ageron

#计算机科学# ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

翻译 - 一系列Jupyter笔记本电脑，带您使用Scikit-Learn和TensorFlow掌握python机器学习和深度学习的基础知识。

tensorflow scikit-learn machine-learning python deep-learning neural-network ml distributed jupyter-notebook

Jupyter Notebook25.21 k

1 年前

best-of-ml-python

@ml-tooling

#自然语言处理# Python 机器学习框架、库、工具排行榜

python machine-learning data-science nlp data-visualization tensorflow pytorch scikit-learn keras data-visualizations

18.08 k

8 天前

onnx

Open Neural Network Exchange@onnx

#计算机科学# ONNX 是一种针对机器学习所设计的开放式的文件格式，用于存储训练好的模型。它使得不同的人工智能框架（如Pytorch、MXNet）可以采用相同格式存储模型数据并交互。

deep-learning deep-neural-networks neural-network onnx pytorch mxnet tensorflow keras scikit-learn ml

Python17.96 k

3 天前

onnxruntime

Microsoft@microsoft

#计算机科学# ONNX Runtime：跨平台、高性能机器学习推理和训练加速器

deep-learning onnx neural-networks machine-learning ai-framework hardware-acceleration pytorch tensorflow scikit-learn

C++14.78 k

1 小时前

dask

dask@dask

Parallel computing with task scheduling

翻译 - 任务调度的并行计算

dask python pydata numpy pandas scikit-learn scipy

Python12.61 k

1 天前

machinelearning

@ljpzzz

#算法刷题# 刘建平Pinard的机器学习博客配套代码

machinelearning algorithms scikit-learn reinforcementlearning

Jupyter Notebook8.34 k

9 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

auto-sklearn

AutoML-Freiburg-Hannover@automl

Automated Machine Learning with scikit-learn

翻译 - 使用scikit-learn进行自动化机器学习

automl scikit-learn automated-machine-learning hyperparameter-optimization hyperparameter-tuning hyperparameter-search bayesian-optimization metalearning meta-learning smac

Python7.64 k

7 天前

featuretools

@alteryx

#计算机科学# An open source python library for automated feature engineering

翻译 - 一个用于自动特征工程的开源python库

feature-engineering machine-learning data-science automated-machine-learning automl python scikit-learn automated-feature-engineering

Python7.28 k

4 天前

python-machine-learning-book-2nd-edition

Sebastian Raschka@rasbt

#计算机科学# The "Python Machine Learning (2nd edition)" book code repository and info resource

翻译 - “ Python机器学习（第2版）”书的代码存储库和信息资源

machine-learning deep-learning python scikit-learn tensorflow data-science

Jupyter Notebook7.12 k

4 年前

interpret

@interpretml

#计算机科学# Fit interpretable models. Explain blackbox machine learning.

翻译 - 拟合可解释的模型。说明黑匣子机器学习。

machine-learning interpretability gradient-boosting blackbox scikit-learn xai interpretml interpretable-machine-learning interpretable-ai transparency

C++6.3 k

2 天前

skorch

@skorch-dev

#计算机科学# A scikit-learn compatible neural network library that wraps PyTorch

翻译 - 封装pytorch的scikit-learn兼容神经网络库

scikit-learn pytorch machine-learning

Jupyter Notebook5.85 k

2 个月前

flower

@adap

#计算机科学# Flower: A Friendly Federated AI Framework

翻译 - Flower - 一个友好的联邦学习框架

flower federated-learning federated-learning-framework federated-analytics fleet-learning fleet-intelligence deep-learning machine-learning pytorch scikit-learn

Python5.15 k

15 小时前

sklearn-doc-zh

ApacheCN@apachecn

#计算机科学# 📖 [译] scikit-learn（sklearn）中文文档

python scikit-learn documentation machine-learning

CSS5.12 k

1 年前

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

python-machine-learning-book-3rd-edition

Sebastian Raschka@rasbt

#计算机科学# The "Python Machine Learning (3rd edition)" book code repository

翻译 - “ Python机器学习（第3版）”书代码存储库

machine-learning deep-learning tensorflow scikit-learn

Jupyter Notebook4.6 k

2 年前

machine_learning_complete

@Nyandwi

#自然语言处理# A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

翻译 - 一个包含 30 多个关于学习机器学习的笔记本的综合存储库！

machine-learning deep-learning data-science neural-networks computer-vision nlp tensorflow keras scikit-learn pandas

Jupyter Notebook4.56 k

1 年前

相关主题