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100-days-of-ml-code

100-Days-Of-ML-Code中文版

abmgis

Accompanying resources for the book 'Agent-Based Modelling and Geographical Information Systems: A Practical Primer'.

abstreet

Transportation planning and traffic simulation software for creating cities friendlier to walking, biking, and public transit

ai-for-beginners

12 Weeks, 24 Lessons, AI for All!

ailearning

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

awesome-2vec

Curated list of 2vec-type embedding models

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-explainable-ai

A collection of research materials on explainable AI/ML

awesome-public-datasets

A topic-centric list of HQ open datasets. PR ☛☛☛

awesome-slam-datasets

A curated list of awesome datasets for SLAM

awesome-vehicle-datasets

bigscity-libcity

LibCity: An Open Library for Traffic Prediction

broad_twitter_corpus

captum

Model interpretability and understanding for PyTorch

causal-inference-and-discovery-in-python

Causal Inference and Discovery in Python by Packt Publishing

cityflow

A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

cityimage

A Python package for extracting the Computational Image of the City from geospatial datasets

clavin

CLAVIN (Cartographic Location And Vicinity INdexer) is an open source software package for document geoparsing and georesolution that employs context-based geographic entity resolution.

cldice

corenlp

Stanford CoreNLP: A Java suite of core NLP tools.

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

covid19_twitter

Covid-19 Twitter dataset for non-commercial research use and pre-processing scripts - under active development

covid_19

COVID19 case numbers Cantons of Switzerland and Principality of Liechtenstein (FL) - case numbers include persons tested in the respective area. The data is updated at best once a day (times of collection and update may vary). Start with the README.

cugthesis

The \Latex Template for the Master Degree Graduate Thesis writting in China University of Geosciences.

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

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，50余万字。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

deeplearningbook-chinese

Deep Learning Book Chinese Translation

depthmapx

depthmapX is a multi-platform Spatial Network Analysis Software

diffuseq

[ICLR'23] DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models

diffusion-models-pytorch

Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)