AtrCheema

AI4Water

framework for developing machine (and deep) learning models for structured data

SeqMetrics

Various errors for tabular/structured/time-series data

python-seekho

self paced material to learn python

AI4Hydro

Documenting the use of artificial intelligence driven algorithms for solving hydrological and hydro-environmentla related problems.

AttentionLSTM

Self Attention mechanism with LSTM

ml_tutorials

random tutorials regarding deep learning

my_entertainment_collection

A collection of my favourite films, movies, dramas, books, papers, music along with my comments.

STLK1

STLK1 program from USGS has been modified to include more than 1000 data elements and optimization of parameters

ai4water-datasets

examples describing datasets from ai4water library

bayesianLSTM

Bayesian LSTM (Tensorflow)

Complex-gated-recurrent-neural-networks

Complex domain recurrent neural network gating and Stiefel-manifold optimization in tensorflow

DCRNN

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

Deep-Forecast

The code of the paper 'Deep Forecast : Deep Learning-based Spatio-Temporal Forecasting", ICML Time Series Workshop 2017.

dl_jiyi

code for jiyi's work

HSPsquared

Hydrologic Simulation Program Python (HSPsquared)

Intro_to_LaTeX

introduction to LaTeX for beginners

neural_decomposition

Neural Decomposition Code for Time Series

pymssa

Python implementation of Multivariate Singular Spectrum Analysis (MSSA)

pyshp

This library reads and writes ESRI Shapefiles in pure Python.

Shapely

Manipulation and analysis of geometric objects

ai4water-book

ai4water-docs

documentation of ai4water library

ai4water-experiments

Examples showing usageo f Experiments module of ai4water repository

ai4water_examples

examples for ai4water library

AtrCheema.github.io

personal website

CGCNN_4_binding_energy

ETUtil

calculate evapotranspiration from monthly to sub-hourly time step

HyperOpt-Examples

Examples describing use of HyperOpt module of ai4water for hyperparameter optimization of machine learning models

hyperview_eagleeyes1

Soil parameter estimation from hyperspectral satellite images

PDPbox1

python partial dependence plot toolbox