A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
- machine-learning
- pattern-classification
- machine-learning-algorithms
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Learning assembly for Linux x86_64
- assembly
- linux
- x86-64
📖 An approachable introduction to Assembly.
A guide for hacking unity games
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
- machine-learning
- deep-learning
- lstm
- human-activity-recognition
A collection of out-of-tree LLVM passes for teaching and learning
- llvm-pass
- llvm-tutor
- llvm-ir
- llvm-tutorial
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Quantitative analysis, strategies and backtests
- quantitative-finance
- quantitative-trading
- portfolio-management
- risk-management
Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.
- hyperopt
- hyperparameter-optimization
- hyperparameter-tuning
- hyperparameters-optimization
DMG and CGB (Color Game Boy) tutorials for coding assembly games with RGBDS
Linux tuning for CouchDB performance
- couchdb-performance
- couchdb
- linux-tuning
An assembly tutorial for Game Boy showing how the scroll registers can be exploited to create some nice and interesting effects.
proof script associated to tutorial material
An E2E tutorial to create a video game controller by creating a custom pose classifier using TF Lite.
Tutorials on how to use swift NSDate or related classes. NSDate, NSDateFormatter, NSCalendar, NSDateComponents, NSDateComponentsFormatter, etc included.
An Icon classifier made with TFLite Model Maker and deployed to Android with ML Model Binding.
- tensorflow-lite
- tflite
- computer-vision
- deep-learning
Blazor WebAssembly Standalone App with OIDC Authentication
- blazor-webassembly
- keycloak-provider
- oidc-authentication