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aircrafttrajectorypredictor

Jet Aircraft Trajectory Prediction based upon BADA

an-introduction-to-statistical-learning

This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning

annotated_deep_learning_paper_implementations

🧑‍🏫 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, ... 🧠

arrdelay

Arrival delay on China

bayesian-linear-regression

Tensorflow implementation of Bayesian linear regression (Weight Uncertainty in Neural Networks)

books_list_backup_2018_2019

book lab

causalinferenceintro

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

deep-learning

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

econometrics

陈强高级计量经济学笔记，使用python、matlab实现各模型估计

hct-nlpbook

《深度学习之自然语言处理实战》相关代码

hohmann-transfer-orbit-tianwen

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）

intelligent_algrithm

智能优化算法

mathmodel

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

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nsga-ii

多目标优化遗传算法，python实现&动态展示过程

oucml

pedestrian_trajectory_prediction

Implementation of Recurrent Neural Networks for future trajectory prediction of pedestrians.

personalshare

Personal Stuff Share With Others

precipitation-nowcasting

pytorch implemention of trajGRU. 用来预测机场OD的time series

probabilistic-programming-and-bayesian-methods-for-hackers

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 ;)

pytorch-mini-tutorials

Minimal tutorials for PyTorch

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

r-tutor

R语言学习资料

statistic

collecting books, papers and docs.

teachyourselfcs-cn

TeachYourselfCS 的中文翻译 | A Chinese translation of TeachYourselfCS

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

timeseries-seq2seq-deeplstms-keras

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！

timeseries_seq2seq

重点学习代码

trafficpredict

Pytorch implementation for "TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents"

trajectory_cluster

A Simple trajectory cluster Algorithm