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ailearning

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

air-quality-prediction-scala

Build an accurate fine-scale air quality prediction model

air_analysis_v1

air_pollution_mapping

Mapping and prediction of pollution levels using sensor data distributed sparsely across the city of Krakow, Poland using Bellkor recommendation system, semi-supervised classification - L1-regularized logistic regression and radial basis function interpolation.

air_quality

广州市空气质量监测与预警系统（该作品曾获2015年ESRI杯**大学生GIS软件开发竞赛一等奖）

airquality

Hybrid application for adding Air Quality measurements to GeoKey

airqualitydata

区域气象数据，特征数据等的说明文档及读取方法。

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

attentioned-dual-stage-stock-prediction

By PyTorch

bat-ml-1000

BAT机器学习面试1000题系列

bilibili_video_download

:rainbow:Bilibili_video_download-B站视频下载

corpus

coursera

Quiz & Assignment of Coursera

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

dcrnn

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

dcrnn-1

PyTorch implementation of Diffusion Convolutional Recurrent Neural Network - Under development

deep-air

Predicting Air Pollution in Beijing, China using Deep Neural Nets

deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

deeplab-pytorch

PyTorch implementation of DeepLab v2 (ResNet) + COCO-Stuff

deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，近30万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dnc

Simple RNN, LSTM and Differentiable Neural Computer in pure Numpy

eduparser

用于爬取解析**大学导师信息的工具

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

featexp

Feature exploration for supervised learning

featuretools

An open source python framework for automated feature engineering

fine-scale-air-quality-prediction

An approach to prediction fine-scale air quality

gapuff

A multi-puff model (a Gaussian dispersion model) accelerated by using CUDA

gcn

Implementation of Graph Convolutional Networks in TensorFlow