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ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

algorithm

自己实现一些算法

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。

autogl

An autoML framework & toolkit for machine learning on graphs.

awesome-ts-anomaly-detection

List of tools & datasets for anomaly detection on time-series data.

bdci2019-sentiment-classification

CCF BDCI 2019 互联网新闻情感分析 复赛top1解决方案

beego

beego is an open-source, high-performance web framework for the Go programming language.

category_encoders

A library of sklearn compatible categorical variable encoders

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

competition-baseline

数据科学竞赛各种baseline代码、思路分享

competition_baselines

开源的各大比赛baseline

deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

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.ai-andrewng

deeplearning.ai , By Andrew Ng, All slide and notebook + data + solutions and video link

denoise-transformer-autoencoder

di-tech

滴滴出行供需预测大赛--十强

easy-rl

强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/

fe4ml-zh

:book: [译] 面向机器学习的特征工程

feature-engineering-for-ml

Feature Engineering for Machine Learning Principles and Techniques for Data Scientists

featuretools

An open source python library for automated feature engineering

fm_ffm_xdeepffm

tf2实现fm

frenet_path_planning

无人车路径规划算法demo

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

gaic_track3_pair_sim

全球人工智能技术创新大赛-赛道三-冠军方案

gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

gh-ost

GitHub's Online Schema Migrations for MySQL

gnn_learning

GNN学习

go-admin

A golang framework helps gopher to build a data visualization and admin panel in ten minutes

gods

GoDS (Go Data Structures). Containers (Sets, Lists, Stacks, Maps, Trees), Sets (HashSet, TreeSet, LinkedHashSet), Lists (ArrayList, SinglyLinkedList, DoublyLinkedList), Stacks (LinkedListStack, ArrayStack), Maps (HashMap, TreeMap, HashBidiMap, TreeBidiMap, LinkedHashMap), Trees (RedBlackTree, AVLTree, BTree, BinaryHeap), Comparators, Iterators, Enumerables, Sort, JSON

hnswlib

Header-only C++/python library for fast approximate nearest neighbors