A curated list of awesome responsible machine learning resources.
- fairness
- xai
- interpretability
- transparency
Repository Index
47,133 repositories indexed
145–168 of 315 · Most stars
Code accompanying the book "Machine Learning for Hackers"
:earth_americas: machine learning tutorials (mainly in Python3)
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
:electric_plug: Everything you need to know to create offline-first web apps.
- offline-first
- service-worker
- offline-data
- appcache
ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP
- natural-language-processing
- nlp
- roadmap
- probability-statistics
Apache HTTP server boilerplate configs
- apache
- httpd
- httpd-configuration
- config
15 motion design styles, each made by Claude Opus 5.5 writing code from one prompt: watch the films, copy the prompts, read the full source.
:sunglasses: A curated list of robotics libraries and software
- robotics-libraries
- multibody-dynamics
- simulation
- robotics
Quantitative analysis, strategies and backtests
- quantitative-finance
- quantitative-trading
- portfolio-management
- risk-management
List of articles related to deep learning applied to music
- awesome
- awesome-list
- unicorns
- list
A curated list of awesome anomaly detection resources
- awesome-anomaly-detection
- awesome
- anomaly-detection
- anomalydetection
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
Algorithms for explaining machine learning models
- machine-learning
- explanations
- interpretability
- counterfactual
A curated list of awesome MySQL software, libraries, tools and resources
A curated list of awesome Dart frameworks, libraries, and software
- dart
- awesome
- awesome-list
- dart-frameworks
A collection of research papers on decision, classification and regression trees with implementations.
- decision-tree
- decision-tree-classifier
- gradient-boosting
- gradient-boosting-machine
A curated list of community detection research papers with implementations.
- graph-clustering
- network-clustering
- clustering
- dimensionality-reduction
A machine translation reading list maintained by Tsinghua Natural Language Processing Group
- machine-translation
- reading-list
Curated list of open-source quantum software projects.
- quantum-computing
- quantum-algorithms
- quantum-chemistry
- quantum-computer-simulator
Curated list: Resources for machine learning in Ruby
A curated list of games that can teach you how to learn a programming language.
- awesome-list
- awesome
- programming-language
- guido-van-robot
a curated list of R tutorials for Data Science, NLP and Machine Learning
- datascience
- data-science
- r
- text-mining
Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.