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100-plus-python-coding-problems-with-solutions

A list of python problems for beginners and intermediate developers

analysis_of_world_bank_underscore_data

arm-net

A ready-to-use framework of the state-of-the-art models for structured (tabular) data learning with PyTorch. Applications include recommendation, CRT prediction, healthcare analytics, anomaly detection, and etc.

awesome-cybersecurity-datasets

A curated list of amazingly awesome Cybersecurity datasets

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

coursera_capstone

This repository will house a project for the IBM Applied Data Science capstone course.

coursera_ds_capstone

data_science_tools1

course website for data science tools 1

data_visualization_with_python_ibm_ds_spcialization

flopy

A Python package to create, run, and post-process MODFLOW-based models.

graphframes

Python Wrapper for GraphX

hypersearch

Hyperparameter optimization for PyTorch.

kaggle_ds

Kaggle ML tutorial notebooks

monte_carlo_simulation_loan_status

msds_winter_2022

MSDS, Winter 2022, University of Denver

neural-networks-demystified

Supporting code for short YouTube series Neural Networks Demystified.

neural-road-inspector

After a hurricane, roads are often flooded or washed out, making them treacherous for motorists. Using state of the art deep learning methods, I attempted to automatically annotate flooded, washed out, or otherwise severely damaged roads. My goal is create a tool that can help detect and visualize anomalous roads in a simple user interface.

openavalancheproject

Open source project to bring data and ml to avalanche forecasting

portfolio

My professional portfolio with some of my best data science projects.

probability

Probabilistic reasoning and statistical analysis in TensorFlow

pumping_test_interpretation_with_python

This is a Python (version 2 or 3) script to aid in the interpretation of aquifer pumping tests using the Theis (1935) and Hantush and Jacob (1955) solutions for confined and leaky confined aquifers, respectively, as well as a simple numerical method-of-lines solution for an unconfined aquifer with wellbore storage.

pytorch-project-template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

rl-wds

Source code for Deep Reinforcement Learning for Real-Time Optimization of Pumps in Water Distribution Systems paper.

self_taught

This repository contains the exercises for "The Self-Taught Programmer: The Definitive Guide to Programming Professionally."

stellargraph

StellarGraph - Machine Learning on Graphs

theis_well_field_drawdown

This python script uses scipy functionality (special function + spatial classes) to calculate the drawdown associated with a pumping well field according to the Theis equation.

welltestpy

A python-package for handling well based field campaigns.

word_cloud

A little word cloud generator in Python

wqchartpy

Python Package for Visualization of Water Geochemistry Data