Useful Data Science and Machine Learning Tools,Libraries and Packages

Awesome-pytorch-list 翻译工作进行中......

A feature engineering kit for each issue, to give you a deeper and deeper understanding of the work of feature engineering!

pyTranscriber can be used to generate automatic transcription / automatic subtitles for audio/video files through a friendly graphical user interface.

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Safety helmet wearing detect dataset, with pretrained model

PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

《Pytorch模型训练实用教程》中配套代码

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.

ECG_challenge_baseline_keras

面向中文电子病历的命名实体识别

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

【干货】史上最全的PyTorch学习资源汇总

XGBoost for label-imbalanced data: XGBoost with weighted and focal loss functions

Statistical and ML models for time series analysis combined with data cleaning, data visualization and statistical inference

《统计学习方法》的代码实现

Self-Supervised Learning for OOD Detection

A curated list of applied machine learning and data science notebooks and libraries accross different industries.

上海交通大学课程资料分享 ( 👍🏻Learning Resources for DS!)

个人收集整理科学上网的资料,保持更新

本人在学习transformer模型时所做ppt，讲述了由普通attention到transformer的self-attention相关内容

Bulding kg from 0

Deep learning on graphs with Keras.

Advanced Deep Learning with Keras, published by Packt

PyTorch 中文文档

baacloud

accessible AutoML for deep learning.

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas …