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Jet Aircraft Trajectory Prediction based upon BADA
This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Arrival delay on China
Tensorflow implementation of Bayesian linear regression (Weight Uncertainty in Neural Networks)
book lab
Causal Inference for the Brave and True的中文翻译版。全部代码基于Python,适用于计量经济学、量化社会学、策略评估等领域。英文版原作者:Matheus Facure
personal practice(个人练习,实现了深度学习中的一些算法,包括:四种初始化方法(zero initialize, random initialize, xavier initialize, he initialize),深度神经网络,正则化,dropout, 三种梯度下降方法(BGD, SGD, mini-batch),六种优化算法(momentum、nesterov momentum、Adagrad、Adadelta、RMSprop、Adam),梯度检验、batch normalization)、RNN
陈强高级计量经济学笔记,使用python、matlab实现各模型估计
《深度学习之自然语言处理实战》相关代码
Tianwen-1, a simulation of the Homan transfer orbit from Mars to Earth(天问一号,火星到地球的霍曼转移轨道模拟)
智能优化算法
研究生数学建模,本科生数学建模、数学建模竞赛优秀论文,数学建模算法,LaTeX论文模板,算法思维导图,参考书籍,Matlab软件教程,PPT
Natural Language Processing Tutorial for Deep Learning Researchers
多目标优化遗传算法,python实现&动态展示过程
Implementation of Recurrent Neural Networks for future trajectory prediction of pedestrians.
Personal Stuff Share With Others
pytorch implemention of trajGRU. 用来预测机场OD的time series
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Minimal tutorials for PyTorch
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
R语言学习资料
collecting books, papers and docs.
TeachYourselfCS 的中文翻译 | A Chinese translation of TeachYourselfCS
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Seq2Seq based encoder-decoder neural network architectures can be applied on time series data to make forecasts. 自己重点参考代码!
重点学习代码
Pytorch implementation for "TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents"
A Simple trajectory cluster Algorithm
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.