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2021_algorithm_intern_information

2021年的算法实习岗位/校招公司信息表，和常见深度学习基础、计算机视觉知识笔记、算法岗面试题答案，及暑期计算机视觉实习面经和总结。

advanced-java

😮 互联网 Java 工程师进阶知识完全扫盲

ai-deadlines

:alarm_clock: AI conference deadline countdowns

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

awesome

😎 Awesome lists about all kinds of interesting topics

awesome-deep-learning-papers

The most cited deep learning papers

awesome-interaction-aware-trajectory-prediction

A selection of state-of-the-art research materials on trajectory prediction

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-trajectory-motion-prediction-papers

awesome-trajectory-prediction

cplusplusthings

C++那些事

cpp-primer

C++ Primer 5 answers

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

fun-rec

本推荐算法教程主要是针对具有机器学习基础并想找推荐算法岗位的同学，教程由推荐算法基础、推荐算法入门赛、新闻推荐项目及推荐算法面经组成，形成了一个完整的从基础到实战再到面试的闭环。

gnnpapers

Must-read papers on graph neural networks (GNN)

how-to-build-a-graph-based-deep-learning-architecture-in-traffic-domain

How to Build a Graph-Based Deep Learning Architecture in Traffic Domain

human-path-prediction

State-of-the-art methods for human trajectory forecasting. Contains code for papers published at ECCV 2020 and ICCV 2021.

infer

A static analyzer for Java, C, C++, and Objective-C

learnopencv

Learn OpenCV : C++ and Python Examples

leetcode-master

LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

machine-learning-interview

算法工程师-机器学习面试题总结

minigpt-4

MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models

nlp-interview-notes

本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料，该资料目前包含 自然语言处理各领域的 面试题积累。

project

Notes 笔记中对应的练习代码，以及 o2o 商城项目

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

reflection_summary

算法理论基础知识应知应会

self-attention-gan

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

techcpp

【C++面试&C++学习指南】 这里整理了C++后端研发工程师面试和工作必备的知识点 。

tobetopjavaer

To Be Top Javaer - Java工程师成神之路

uniad

[CVPR 2023] Goal-oriented Autonomous Driving