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AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
:seedling: [ Image Algorithm Toolbox ] : contains labeling tool, resizing tool, image enhancing tool, format conversion tool, image distributing tool. :four_leaf_clover: [ 图像算法工具箱 ]:包含图片标记工具、图片缩放工具、图片数据增强工具、格式转换工具、图片数据分发工具等。
This implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet, vgg, resnet, squeezenet, densenet)
Keras_image_aug,图像分割部分的图像批增强案例,具体实现方式可参照:https://blog.csdn.net/wsLJQian/article/details/88616126
记录小润了解的各种机器学习算法的实现以及基础概念,包括有监督学习,无监督学习,分类,聚类,回归;神经元模型,多层感知器,BP算法;损失函数,激活函数,梯度下降法;全连接网络、卷积神经网络、递归神经网络;训练集,测试集,交叉验证,欠拟合,过拟合;数据规范化等
该仓库主要记录 NLP 算法工程师相关的面试题
psychometrics package, including MIRT(multidimension item response theory), IRT(item response theory),GRM(grade response theory),CAT(computerized adaptive testing), CDM(cognitive diagnostic model), FA(factor analysis), SEM(Structural Equation Modeling) .
Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
the simulation of Thurstone Item Response Theory, include fixed forced test and adaptive forced test. 模拟瑟斯顿项目反应理论,包括固定测验和自适应测验。
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China tencent open source team.