Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
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Ultra-fast bootstrapping with Angular and Electron :speedboat:
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
- tensorflow
- machine-learning
- regression
- convolutional-neural-networks
A curated list of awesome YARA rules, tools, and people.
- yara-rules
- yara-signatures
- yara
- malware-rules
Inspired by https://github.com/djadmin/awesome-bug-bounty, a list of bug bounty write-up that is categorized by the bug nature
Beautiful responsive email templates with code as beautiful as email templates can be
Best practices for segmentation of the corporate network of any company
- segmentation-network
- network-segmenation
- network-security
- firewalling
ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP
- natural-language-processing
- nlp
- roadmap
- probability-statistics
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
- ai
- fairness-ai
- fairness
- fairness-testing
✉️ An awesome list of resources to build better emails.
Algorithms for explaining machine learning models
- machine-learning
- explanations
- interpretability
- counterfactual
A directory and analysis of the open source ecosystem in the areas of climate change, sustainable energy, biodiversity and natural resources. https://docs.getgrist.com/doc/gSscJkc5Rb1Rw45gh1o1Yc
- sustainability
- photovoltaic
- energy-consumption
- energy
A full-stack .NET microservices build on Dapr and Tye
A machine translation reading list maintained by Tsinghua Natural Language Processing Group
- machine-translation
- reading-list
This is intended to be a repo containing all of the official AWS Serverless architecture patterns built with CDK for developers to use. All patterns come in Typescript and Python with the exported CloudFormation also included.
- serverless
- cdk
- aws
- lambda-functions
A curated list of speech and natural language processing resources
Opinionated security and code quality standard for Solidity smart contracts.
Very simplified insurance sales system made in a microservices architecture using .NET Core
- netcore
- dotnet-core
- microservices
- insurance
Examples of using each Illuminate component in non-Laravel applications
A collection of research materials on explainable AI/ML
- interpretable-ai
- explainable-ai
- interpretability
- explanation-system
A 100-day challenge exploring IoT and embedded systems using ESP32, ESP8266, and Raspberry Pi Pico with MicroPython. Each day covers a new sensor or module with complete code, circuit diagram, and explanation.
A curated list of resources for Document Understanding (DU) topic
- awesome-list
- machine-learning
- information-extraction
- key-information-extraction
Complete working example of using Domain Driven Design (DDD), Hexagonal Architecture, CQRS, Event Sourcing (ES), Event Driven Architecture (EDA), Behaviour Driven Development (BDD) using TypeScript and NestJS. Like what you see? Don't forget to star! ⭐ ^^^