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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.
Examples and Tutorials of Event Sourcing in .NET
- event-sourcing
- cqrs
- dotnet-core
- example
Open source book dedicated to helping you to make the best possible sourdough bread at home.
- baking
- bread
- cooking
- sourdough
Sample .NET Core REST API CQRS implementation with raw SQL and DDD using Clean Architecture.
- ddd
- ddd-example
- cqrs
- cqrs-simple
Implementation of various string similarity and distance algorithms: Levenshtein, Jaro-winkler, n-Gram, Q-Gram, Jaccard index, Longest Common Subsequence edit distance, cosine similarity ...
- java
- levenshtein-distance
- cosine-similarity
- string-distance
A full-stack .NET microservices build on Dapr and Tye
A curated list of awesome OpenGL libraries, debuggers and resources.
Very simplified insurance sales system made in a microservices architecture using .NET Core
- netcore
- dotnet-core
- microservices
- insurance
Real-time FX trading showcase by Adaptive. THIS REPO IS NO LONGER MAINTAINED.
- openfin
- react
- rxjs
- typescript
A curated list of data mining papers about fraud detection.
- fraud-detection
- fraud-prevention
- fraud-checker
- fraud-management
A selection of state-of-the-art research materials on trajectory prediction
- trajectory-prediction
- trajectory-generation
- social-interactions
- behavior-prediction
☝️One <div>. Many possibilities.
A list of awesome Symfony bundles, utilities and resources.
✏︎ Curated list about digital typography 🔥
- opentype
- truetype
- fonts
- awesome-list
A curated list of awesome WebGL libraries, resources and much more
- webgl-programming
- webgl-articles
- glsl-editors
- webgl-tutorials
Code to accompany Advanced Analytics with Spark from O'Reilly Media
LinkedIn's Official Swift Style Guide
- swift
- style-guide
- ios
Human Pose Estimation Related Publication
- 3d-human-pose
- 2d-human-pose
- human-pose-estimation
- video-pose-estimation
🕸 Yet Another .NET Clean Architecture, but for Microservices project. It uses Minimal Clean Architecture with DDD-lite, CQRS-lite, and just enough Cloud-native patterns apply on the simple eCommerce sample and run on Tye with Dapr extension 🍻
- ddd
- ddd-architecture
- ddd-patterns
- clean-architecture
Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier
- seq2seq
- tensorflow
- tensorflow-tutorials
- python
XML sources of SICP and SICP JS, and support for generating Interactive SICP JS, PDF, e-book and comparison editions
- javascript
- textbook
- source-academy
- sicp
:white_check_mark: Validate links in awesome projects
- circleci
- travis-ci
- danger
- tool
Train and Deploy an ML REST API to predict crypto prices, in 10 steps