machine-learning-with-ruby
Curated list: Resources for machine learning in Ruby
https://github.com/arbox/machine-learning-with-ruby
Last synced: 1 day ago
JSON representation
-
Machine Learning Libraries
-
Kernel methods
-
Linear classifiers
-
Neural networks
-
Statistical models
-
Vector search
-
-
Projects and Code Examples
-
Vector search
-
-
Related Resources
-
Vector search
- OpenCV
- Gnuplot
- X11/XQuartz
- ImageMagick
- R
- scikit-learn algorithm cheatsheet
- Awesome Ruby
- Speech and Natural Language Processing
- Scientific Ruby
- ETL
- Awesome TensorFlow
- GNU Scientific Library
- LightGBM
- XGBoost
- Gnuplot
- Octave
- Ruby NLP
- Scientific Ruby
- iRuby - IRuby kernel for Jupyter (formerly IPython).
- Kiba
- Awesome OCR
- rb-gsl
- The Definitive Guide to Ruby's C API
- Graphviz
-
-
:sparkles: Tutorials
- Ruby neural networks
- How to implement linear regression in Ruby
- How to implement classification using logistic regression in Ruby
- How to implement simple binary classification using a Neural Network in Ruby
- How to implement classification using a SVM in Ruby
- Unsupervised learning using k-means clustering in Ruby
- Teaching an AI to play a simple game using Q-Learning in Ruby
- Teaching a Neural Network to play a game using Q-Learning in Ruby
- [code
- Using the Python scikit-learn machine learning library in Ruby using PyCall
- How to _evolve_ neural networks in Ruby using the Machine Learning Workbench
- [code
- [code
- [code
- [code
- [code
- [code
Categories
Sub Categories
Keywords
ruby
23
rubyml
23
machine-learning
14
ml
7
neural-network
4
ai
4
svm-classifier
3
data-science
3
artificial-intelligence
3
nearest-neighbor-search
3
approximate-nearest-neighbor-search
3
python
3
gbm
3
classification
2
clustering
2
ruby-gem
2
decision-tree
2
kmeans-clustering
2
neural-networks
2
reinforcement-learning
2
gem
2
svm
2
rubydatascience
2
data-analysis
2
c-plus-plus
2
gbrt
2
gbdt
2
data-mining
2
awesome-list
2
awesome
2
modeling
2
evolutionary-algorithm
2
evolutionary-algorithms
2
evolutionary-computation
2
gpt-4o
1
o1
1
openai
1
rails
1
whisper
1
machine-learning-workbench
1
machine-learning-algorithms
1
golang
1
locality-sensitive-hashing
1
lua
1
evolutionary-strategy
1
evolution-strategies
1
cmake
1
swig
1
distributed-systems
1
xgboost
1