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2021_algorithm_intern_information

CV 算法工程师技术栈笔记，包含深度学习基础、计算机视觉知识笔记、算法岗面试题答案和 CV 岗面经，以及校招可投递公司信息表。

ailearning

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

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记，此外，还包括创建者看到的所有机器学习/深度学习面经中的问题。 除了其中 DL/ML 相关的，其他与算法岗相关的计算机知识也会记录。 但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。

awesome-java

A curated list of awesome frameworks, libraries and software for the Java programming language.

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cs-base

图解计算机网络、操作系统、计算机组成、数据库，共 1000 张图 + 50 万字，破除晦涩难懂的计算机基础知识，让天下没有难懂的八股文！🚀 在线阅读：https://xiaolincoding.com

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

cs231n-2017-summary

After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.

deep-learning-for-tracking-and-detection

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

deep_sort_yolov3_pytorch

:punch: Add attention blocks such as cbam, se. Add deep sort, sort and some tracking algorithm using opencv

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

deepsort_tensorrt

This is a TensorRT based deepsort project

fashion-mnist

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

hearthstone-deck-tracker

A deck tracker and deck manager for Hearthstone on Windows

java-interview

509 道 Java 面试题汇总与解析

java-notes

自己的学习笔记。包含：个人秋招经历、🐂客面经问题按照频率总结、Java一系列知识、数据库、分布式、微服务、前端、技术面试、每日文章等(持续更新)

libtorch-yolov3-deepsort

machine-learning-in-action

⚡️⚡️⚡️《机器学习实战》代码（基于Python3）🚀

matlabrobotics

MATLAB sample codes for mobile robot navigation

minizinc

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

netron

Visualizer for neural network, deep learning, and machine learning models

object-detection-and-tracking

Object Detection and Multi-Object Tracking

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

pythonrobotics

Python sample codes for robotics algorithms.

the-math-of-intelligence

List of resources & possible pathway for the Math of Machine Learning and AI.

thor

thor: C++ helper library, for deep learning purpose