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ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

awesome-algorithm-books

📚 awesome algorithm books I've collected 【不定期更新】 搜集整理的算法书籍（经典算法、ML/DL算法、面试算法、比赛算法等）

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cpp-0-1-resource

C++ 匠心之作 从0到1入门资料

cv-papers

计算机视觉相关论文整理、记录、分享; 包括图像分类、目标检测、视觉跟踪/目标跟踪、人脸识别/人脸验证、OCR/场景文本检测及识别等领域。欢迎加星,欢迎指正错误,同时也期待能够共同参与！！! 持续更新中... ...

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论（STAT 157）”教材。

data-science-notes

数据科学的笔记以及资料搜集

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearning.ai-notes

吴恩达《深度学习》学习笔记(xmind)、作业代码、代码视频讲解

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

developer-books

编程开发相关书籍整理分享，持续更新...

face_recognition

The world's simplest facial recognition api for Python and the command line

id-cards-generator

a python program to automate generating ID Card given a Dataset and one design template using html/css

learning-from-data

记录Learning from data一书中的习题解答

lihang-code

《统计学习方法》的代码实现

machine-learning-session

machine_learning_beginner

机器学习初学者公众号作品

machinelearninglecturenotes

张志华机器学习导论MOOC讲义

outlier-detection-algorithm---isolation-forests

BNP Paribas Kaggle Data Set Data source: https://www.kaggle.com/c/bnp-paribas-cardif-claims-management Outlier Detection- Ensemble unsupervised learning method - Isolation Forest The isolation algorithm is an unsupervised machine learning method used to detect abnormal anomalies in data such as outliers. This is once again a randomized & recursive partition of the training data in a tree structure. The number of sub samples and tree size is specified and tuned appropriately. The distance to the outlier is averaged calculating an anomaly detection score: 1 = outlier 0 = close to zero are normal data.

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

qt

tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists

test

the-gan-zoo

A list of all named GANs!

wi-fi_study_public

The study resources of Wi-Fi protocols and resources.

yolov3_tensorflow

Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.