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3darrrays

Convert 2D tabular or matrix data into a 3D array suitable for use with CNN, LSTM, RNN, etc..

agriculture_knowledgegraph

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

air_pollution_forecasting_with_numerical_modeling_and_ml

Air pollution forecasting project with convection-diffusion model and LSTM

algorithms_mathmodels

【国赛】【美赛】数学建模相关算法 MATLAB实现（2018年初整理）

attn2d

Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction

awesome-knowledge-distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。

awesome-open-climate-science

Awesome Open Atmospheric, Ocean, and Climate Science

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

bert

TensorFlow code and pre-trained models for BERT

bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

bilstm_attn

binder_emd

Empirical mode decomposition tutorial

bp-for-spikingnn

Spatio-temporal BP for SNNs

bp-ga-pytorch

:dna: bp-ga algorithm implemented by pytorch

cedgan-interpolation

Demo code for the paper -- Spatial interpolation using conditional generative adversarial neural networks

cfd

Basic Computational Fluid Dynamics (CFD) schemes implemented in FORTRAN using Finite-Volume and Finite-Difference Methods. Sample simulations and figures are provided.

cfd-notes

💧CFD(计算流体力学)资料汇总、学习笔记，欢迎补充...

cfdpython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

cikm-cup-2017

CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images

cnn

Training a convolutional neural network using own picture dataset

cnn-bilstm-attention-time-series-prediction_keras

CNN+BiLSTM+Attention Multivariate Time Series Prediction implemented by Keras

conv_lstm_time_series_prediction

Predicting Iot Sensors' values, using ConvLSTM Time Series model

convlstm_pytorch

Implementation of Convolutional LSTM in PyTorch.

covid-ct

COVID-CT-Dataset: A CT Scan Dataset about COVID-19

da-tutorials

Course on data assimilation (DA)

dapper

Data Assimilation with Python: a Package for Experimental Research

data-analysis

用 jupyter notebook做的一些机器学习项目

data-analysis-1

Data Science Using Python

data-assimilation-for-ocean-current-forecasts

Postdoctoral project on construction of an EnOI (Ensemble Optimal Interpolation) data assimilation model for ocean current forecasts

data-driven-pdes