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ai-learn icon 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

datashine icon datashine

《Python统计与数据分析实战》课程代码,包含了大部分统计与非参数统计和数据分析的模型、算法。回归分析、方差分析、点估计、假设检验、主成分分析、因子分析、聚类分析、判别分析、对数线性模型、分位回归模型以及列联表分析、非参数平滑、非参数密度估计等各种非参数统计方法。

hiddenlayer icon hiddenlayer

Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.

math_model icon math_model

美国大学生数学建模竞赛、全国大学生数学建模竞赛、华为杯研究生数学建模、数学建模美赛论文,数学建模国赛论文、LaTeX模板、国赛LaTeX模板、美赛LaTeX模板、mathorcup历年论文、研究生数学建模历年论文、电工杯、华中赛、APMCM亚太地区数学建模、深圳杯、中青杯、华东杯、数维杯、东三省数学建模、认证杯、数学建模书籍、数学建模算法、国赛评阅要点、数学建模word模板、软件模型算法汇总、MATLAB算法、常用Matlab代码、智能算法、现代的算法、图论算法、优化算法

ml-nlp icon 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。

pymoo icon pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

to_markdown icon to_markdown

一键解析Markdown 目前支持: 微信公众号,知乎,知乎专栏,简书,知否(SegmentFault),掘金,CSDN,V2EX,博客园

tuning_playbook icon tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

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