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algorithmic_toolbox

Course exercise for coursera

betalyzer

A fintech tutorial using Python

causaltransformer

Code for the paper "Causal Transformer for Estimating Counterfactual Outcomes"

cousera_data_structure

Code and docs for Coursera lecture Data structure

data_analysis

dataxplorers-challenge-5

NFDI DataXplorers Challenge 5

ealstm_regional_modeling

Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied to large-sample datasets"

edlstm_flood_prediction

Sample code for paper "Generalization of an Encoder-decoder LSTM model for flood prediction in ungauged catchments"

eval_era5climat_eur11_era5_hwu_analysis

git_tricks

Some notes for starting with git

gpubootcamp

This repository consists for gpu bootcamp material for HPC and AI

hello-world

isc

ETHZ 2019 ISC course

keras

Deep Learning for humans

krafthack_code

lstm_encoder_decoder

Build a LSTM encoder-decoder using PyTorch to make sequence-to-sequence prediction for time series data

lstm_for_pub

Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"

machine-learning

notes and exercises

ml-bootcamp-launchpad

Contains notebooks prepared for ML Bootcamp organized by Google Developers Launchpad.

ml_s2s_forecast

Code for ML application on S2S forecast in Europe

nee_forecast

Machine learning for NEE mapping

pangeo_lstm_example

Example notebook, showing how to use LSTMs for rainfall-runoff modeling

prediction_co2_rwanda_kaggle

Kaggle competition task

python-basic

readme-template

README file template for documenting Machine Learning and Data Science projects.

smart_meter_data_analytics

Smart Meter Data Analytics Tutorial @ 11th International Conference on Learning Representations (ICLR 2023)

tensorflow-examples

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

test

test_repo

transferentropy

Code for the paper "Estimating Transfer Entropy via Copula Entropy"