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2017

3d-machine-learning

A resource repository for 3D machine learning

3d-point-cloud-modeling

Pytorch implementation of Learning Representations and Generative Models for 3D Point Clouds

3d-pointcloud

Papers and Datasets about Point Cloud.

algorithmsbypython

算法/数据结构/Python/剑指offer/机器学习/leetcode

alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

apachecn-algo-zh

ApacheCN 数据结构与算法译文集

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

datasets

A collection of datasets of ML problem solving

deep-learning-papers-for-fish

a list of pappers in deep learning for new-comes.

deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

efficient-segmentation-networks

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)

etz

From Kaltenegger & Faherty et al. submitted this repository contains code to calculate stars that enter and exit the Earth transit zone (and restricted Earth transit zone).

ganhacks

starter from "How to Train a GAN?" at NIPS2016

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

kaggle-quora-question-pairs

Kaggle：Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)

knn

机器学习实战

libfacedetection

A fast binary library for face detection and face landmark detection in images. The face detection speed can reach 1500FPS. You can use it free of charge with any purpose.

machinelearning

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

models

Models and examples built with TensorFlow

multimodal-shape-completion

code for our ECCV 2020 spotlight paper "Multimodal Shape Completion via Conditional Generative Adversarial Networks"

opencv

Open Source Computer Vision Library

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation

optimizedafsa

Urban Taxi Intelligent Scheduling Based On Optimized Artificial Fish Swarm Algorithm

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

prmlt

Matlab code for machine learning algorithms in book PRML

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python_data_structures_and_algorithms

Python 中文数据结构和算法教程

pytorch-cgan

Pytorch implementation of conditional GAN using DCGAN architecture for generating 32x32 images of SVHN, CIFAR10, MNIST, FashionMNIST, and USPS datasets.