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pymdptoolbox

Markov Decision Process (MDP) Toolbox for Python

python

pythonic-accountant

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

qiskit-community-tutorials

A collection of Jupyter notebooks developed by the community showing how to use Qiskit

qiskit-ibmq-provider

Qiskit Provider for accessing the quantum devices and simulators at IBMQ

qiskit-terra

Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and algorithms.

qiskit-textbook

A university quantum algorithms/computation course supplement based on Qiskit

quantum-classification

Quantum Machine Learning (QML) does not require quantum neural networks. SWAP Tests can be used to easily perform classification tasks.

qwiklabs-gcp

rtretrievalframework

s3bucketslabfiles

FIles used for the Creating Amazon S3 Buckets, Managing Objects, and Enabling Versioning lab on A Cloud Guru

scaler_delhivery-feature-engineering

To understand and process the data coming out of data engineering pipelines: Clean, sanitize and manipulate data to get useful features out of raw fields

sealion

The first machine learning framework that encourages learning ML concepts instead of memorizing class functions.

sentiment-analysis-userreviews

Sentiment analysis on short and long form customer reviews. Extracting sentiment from Amazon Reviews (~100K short-form reviews) and IMDB Datasets (~50K long-form reviews)

sql-docs

Technical documentation for Microsoft SQL Server, tools such as SQL Server Management Studio (SSMS) , SQL Server Data Tools (SSDT) etc.

sql-server-samples

Azure Data SQL Samples - Official Microsoft GitHub Repository containing code samples for SQL Server, Azure SQL, Azure Synapse, and Azure SQL Edge

srompy

Python module to generate stochastic reduced order models (SROMs)

sunpy

SunPy - Python for Solar Physics

text-analytics-with-python

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

text-classification

Cases Include: Detecting & Categorising Toxic Comments on Social Media; Identifying Tweets pertaining to Natural Disasters (Micro-text Classification)

textextractor

python modules :: Modules to extract text from different formats, remove header and footer and seperate sentences

tidyquant

Bringing financial analysis to the tidyverse

time-series-analysis

Forecasting Atmospheric CO2 and Forecasting Restaurant Visitors using classical (Holt-Winter's and ARIMA) and contemporary (RNNs and LSTMs) approaches

uqpce

Uncertainty Quantification using Polynomial Chaos Expansion (UQPCE) is an open source, python based research code for use in parametric, non-deterministic computational studies. UQPCE utilizes a non-intrusive polynomial chaos expansion surrogate modeling technique to efficiently estimate uncertainties for computational analyses. The software allows the user to perform an automated uncertainty analysis for any given computational code without requiring modification to the source. UQPCE estimates sensitivities, confidence intervals, and other model statistics, which can be useful in the conceptual design and analysis of flight vehicles. This software was developed for the Aeronautics Systems Analysis Branch (ASAB) within the Systems Analysis and Concepts Directorate (SACD) at NASA Langley Research Center to study potential impacts of uncertainties on the prediction of ground noise generated from commercial supersonic aircraft concepts.

vertex-ai-samples

Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud

vocal

Visualization of CALIPSO (VOCAL). A CALIPSO Cross Cutting tool for visualizing data

website

xplaneconnect

The X-Plane Communications Toolbox is a research tool used to interact with the X-Plane flight simulator

yolotinyv3_medmask_demo