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人工智能算法方面的综合资料合集:包括求职面试、机器学习、深度学习、强化学习等方面的资料和代码

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深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

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根据别人和自己在机器学习岗、深度学习岗的面试问题以及答案总结

ag-deploy-cdk

CDK stack example to deploy AutoGluon models

alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

amazon-auto-parts-textual-analysis-with--rshiny-web-application

We employ a text content analysis framework that has been successful in other studies to identify important features of automobile service parts

amazon-bedrock-samples

This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all availble foundational models

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

arcus

awesome-awesome-machine-learning

A curated list of awesome lists across all machine learning topics. | 机器学习/深度学习/人工智能一切主题 (学习范式/任务/应用/模型/道德/交叉学科/数据集/框架/教程) 的资源列表汇总。

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

cnn_model

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

coursera_deep_learning_hmwk

Homework solutions for Andrew Ng's Deep Learning course.

cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

data-science-interview-questions-and-answers

Data science interview questions with answers. Not ideally (yet)

data-science-question-answer

A repo for data science related questions and answers

datasciencepython

common data analysis and machine learning tasks using python

deepar-pytorch

deeplearning

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

dilated_causal_cnn_time_series

Multivariate Time Series Forecasting with Keras and TensorFlow

docs

dr_did

Doubly robust DiD estimator in Python

ds-career-resources

Compilation of resources and insights that helped me on my journey to data scientist

dynamicmnl

Greedy-Like Algorithms for Dynamic Assortment Optimization Under Multinomial Logit Preferences

exercise

exercise for nndl

fnlp

中文自然语言处理工具包 Toolkit for Chinese natural language processing