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jake-zhi's Projects

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-handbook icon pytorch-handbook

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch3d icon pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

pytorch_semantic_segmentation icon pytorch_semantic_segmentation

Implement some models of RGB/RGBD semantic segmentation in PyTorch, easy to run. Such as FCN, RefineNet, PSPNet, RDFNet, 3DGNN, PointNet, DeepLab V3, DeepLab V3 plus, DenseASPP, FastFCN

rbf icon rbf

Python package containing the tools necessary for radial basis function (RBF) applications

rbfnet icon rbfnet

RBF Network using Theano, climin, and sklearn.

rgbd-integration-2020 icon rgbd-integration-2020

Applying Open3D functions to integrate experimentally measured color and depth frames into a 3D object.

rgbd_ptam icon rgbd_ptam

Python implementation of RGBD-PTAM algorithm

seaborn icon seaborn

Statistical data visualization using matplotlib

sentiment-analysis icon sentiment-analysis

以聚类算法、LDA主题模型、分类器为基础,完成对Twitter语料的基于地理位置的主题事件挖掘,并对主题事件进行细粒度的情绪分析

siftinz icon siftinz

3D sift praca inzynierska Agnieszka Szczotka

sklearn-algorithm icon sklearn-algorithm

Sklearn机器学习中的主要算法原理以及实现(线性回归、逻辑回归、朴素贝叶斯、K-Means聚类、KNN、PCA主成分分析、BP神经网络)

statslibrary icon statslibrary

统计分析课程实验作业/包含《统计分析方法》中因子分析,主成分分析,Kmeans聚类等典型算法的手写实现

sun3dsfm icon sun3dsfm

SUN3Dsfm: Structure From Motion for RGB-D videos using Generalized Bundle Adjustment

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