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潘达's Projects

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

algorithms icon algorithms

Minimal examples of data structures and algorithms in Python

apollo icon apollo

An open autonomous driving platform

awesome icon awesome

😎 Awesome lists about all kinds of interesting topics

awesome-python icon awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

cheatsheets-ai icon cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

d2l-zh icon 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。

deep-learing-from-scratch icon deep-learing-from-scratch

This book is an introductory book in the true sense of deep learning. It analyzes the principles and related technologies of deep learning in a simple way. Using Python 3 in the book, try not to rely on external libraries or tools to lead the reader to create a classic deep learning network from scratch, so that readers can gradually understand deep learning in the process. The book not only introduces the basic knowledge of deep learning and neural network concepts, features, but also provides an in-depth explanation of error back propagation method, convolutional neural network, etc. Practical practical skills, automatic driving, image generation, reinforcement learning, etc., and why the deepening layer can improve the "why" of recognition accuracy. This book is suitable for deep learning beginners to read, but also can be used as a college textbook.

deeplearning-500-questions icon 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

deoldify icon deoldify

A Deep Learning based project for colorizing and restoring old images (and video!)

dive-into-dl-tensorflow2.0 icon dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的同意

django icon django

The Web framework for perfectionists with deadlines.

docs icon docs

TensorFlow documentation

edx-dl icon edx-dl

A simple tool to download video lectures from edx.org (and other openedx sites)

fashion-mnist icon fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

flask icon flask

The Python micro framework for building web applications.

interview_internal_reference icon interview_internal_reference

2019年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

java icon java

All Algorithms implemented in Java

leeml-notes icon leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

leetcode icon leetcode

The optimum C++ solutions for the leetcode

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