TensorFlow Tutorials with YouTube Videos
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A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
- machine-learning
- decision-trees
- gradient-boosting
- gbm
Learning Convolutional Neural Networks with Interactive Visualization.
- deep-learning
- visualization
- interactive-visualizations
- visual-learning
Deep universal probabilistic programming with Python and PyTorch
- python
- pytorch
- machine-learning
- bayesian
NSFW detection on the client-side via TensorFlow.js
- machine-learning
- machinelearning
- javascript
- tensorflowjs
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
- python
- machine-learning
- natural-language-processing
- web-mining
A curated list of practical financial machine learning tools and applications.
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
- c-plus-plus
- machine-learning
- online-learning
- contextual-bandits
TensorFlow tutorials and best practices.
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
- dataframe
- python
- bigdata
- tabular-data
Automated Machine Learning with scikit-learn
- automl
- scikit-learn
- automated-machine-learning
- hyperparameter-optimization
A self-hosted open source photo management service.
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
- data-drift
- jupyter-notebook
- pandas-dataframe
- machine-learning
Classical equations and diagrams in machine learning
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
- pytorch
- tensorboard
- machine-learning
- visualization
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
An open source python library for automated feature engineering
- feature-engineering
- machine-learning
- data-science
- automated-machine-learning
Translated青简 Qingjian ("green bamboo slips"): a pinyin input method written in Rust, with an extra translated word in the language you are learning shown next to each candidate word
- chinese
- chinese-input-method
- english-learning
- ime
Efficiently computes derivatives of NumPy code.
- autograd
- automatic-differentiation
- numpy
- python
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
The Open Source Feature Store for AI/ML
- machine-learning
- features
- ml
- big-data
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
🔮 Libraries & tools for enabling Machine Learning driven user-experiences on the web
- machine-learning
- performance
- web-performance
- prefetch
Largest list of models for Core ML (for iOS 11+)
- coreml
- coreml-model
- apple
- machine-learning