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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

ailearning

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

ant-learn-python

蚂蚁学Python，微信公众号的代码仓库

attnsleep

[IEEE TNSRE] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"

awesome-python

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

bp-net

Signal-to-Signal translation U-Net to estimate blood pressure.

cpp_primer_practice

搞定C++:punch:。C++ Primer 中文版第5版学习仓库，包括笔记和课后练习答案。

data-analysis

Data Science Using Python

data-science-notes

数据科学的笔记以及资料搜集

deap-eeg-classification

EEG-based emotion classification using DEAP dataset

deap-eeg-emotion-analyse-and-classify

Simply emotion analyse and classify using EEG data based on DEAP dataset, using python and sklearn(SVM,KNN,Tree). 简单的EEG脑电数据情感分析，使用python和DEAP数据集。

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

easymocap

Make human motion capture easier.

emd_ica

Do EMD ICA

emg_exp

feature-engineering-and-feature-selection

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

featureselection

feature selection methods include: Chisquare, Mutual Information, Conditional Mutual Information, Pearson

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

heartbeat

Code for paper - H. Pan, D. Temel and G. AlRegib, "HeartBEAT: Heart beat estimation through adaptive tracking," 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), Las Vegas, NV, 2016, pp. 587-590.

hello

just a hello

hello_world

helloworldpython

test for git

ilastik-feature-selection

Select filter features with mutual-information-based methods

introduction-to-the-theory-of-computation-solutions

Solutions to Michael Sipser's Introduction to the Theory of Computation Book (3rd Edition).

leetcodesimple

llm-action

本项目旨在分享大模型相关技术原理以及实战经验。

machinelearning

Machine learning resources，including algorithm, paper, dataset, example and so on.