lj512lj512

lj512lj512's Stars

• shap/shap

  A game theoretic approach to explain the output of any machine learning model.

  Language:Jupyter Notebook22.5k2402.5k3.3k

• taojy123/KeymouseGo

  类似按键精灵的鼠标键盘录制和自动化操作 模拟点击和键入 | automate mouse clicks and keyboard input

  Language:Python6.9k612491k

• louisfb01/start-machine-learning

  A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2024 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

  4.4k1536573

• ndrplz/ConvLSTM_pytorch

  Implementation of Convolutional LSTM in PyTorch.

  Language:Python2k2028431

• hurshd0/must-read-papers-for-ml

  Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer

  906190138

• nansencenter/DAPPER

  Data Assimilation with Python: a Package for Experimental Research

  Language:Python3422773119

• icesat2py/icepyx

  Python tools for obtaining and working with ICESat-2 data

  Language:Python20716178107

• johnhw/pfilter

  Basic Python particle filter

  Language:Python17131125

• ujjax/pred-rnn

  PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs

  Language:Python1246339

• strongio/torch-kalman

  THIS PROJECT HAS BEEN MOVED: https://github.com/strongio/torchcast

  Language:Python123213018

• pranshupant/DL-ROM

  Deep Learning for Reduced Order Modelling

  Language:Jupyter Notebook813425

• Yusufma03/pfrnns

  Particle Filter Recurrent Neural Networks (AAAI 2020)

  Language:Python743817

• HowieMa/lstm_multi_modal_UNet

  [ICIVC 2019] "LSTM multi-modal UNet for Brain Tumor Segmentation"

  Language:Python541317

• thiery-lab/data-assimilation

  Python code for data assimilation methods

  Language:Python454714

• xiaoh/DAFI

  DAFI: Ensemble based data assimilation and field inversion, repository for internal development

  Language:C++455127

• ir-lab/DEnKF

  Codebase for paper "Enhancing State Estimation in Robots: A Data-Driven Approach with Differentiable Ensemble Kalman Filters", IROS 2023

  Language:Python44402

• VHeimhuber/InletTracker

  Google Earth Engine-enabled toolkit for automated monitoring of dynamic coastal inlets from public satellite data

  Language:Python37389

• TOSSHtoolbox/TOSSH

  Toolbox for Streamflow Signatures in Hydrology (TOSSH)

  Language:MATLAB323215

• xiejx5/watershed_delineation

  global automatic rapid watershed delineation

  Language:Python29324

• ymchen0/torchEnKF

  Code for the paper "Auto differentiable Ensemble Kalman Filters" (https://arxiv.org/abs/2107.07687), accepted for publication in SIAM Journal on Mathematics of Data Science (SIMODS)

  Language:Python28103

• CVxTz/IntegratedGradientsPytorch

  Integrated gradients attribution method implemented in PyTorch

  Language:Python24215

• CAMS-AI/P-UNet_ODiceloss

  A NWP precipitation bias correction model based on Unet

  Language:Python161

• alperyeg/enkf-dnn-lod2020

  Software Repository accompanying the paper "Ensemble Kalman Filter optimizing Deep NeuralNetworks: An alternative approach to non-performing Gradient Descent"

  Language:Python9434

• NDavisK/Grids-versus-Graphs

  Graph-based LSTM for taxi demand prediction

  Language:Python9212

• DL-WG/LatentAssimilation

  Language:Python82

• ashesh6810/Hybrid-Ensemble-Kalman-Filter

  Codes for H-EnKF framework

  Language:Python5205

• craigbrinkerhoff/2019_GeoClass

  Using River Geomorphology to Better Constrain Bayesian Discharge Estimation

  Language:Jupyter Notebook2201

• imaodong/sequence-feature-predicton-ML-and-DL

  本文使用了基于LSTM的Encoder-Decoder模型、基于Transformer的序列预测模型和本文提出的BeLSTM模型来预测电力变压器油温。

  Language:Python2

• cvelascof/perturbation

  Stochastic generators for synthetic precipitation fields.

  Language:Python1100

• Textydeep/Kalman-Filters

  Ensemble and extended Kalman Filters on the Lorentz equations. A project on data assimilation and retrieval theory.

  Language:Python1