tensorflow / probability
Probabilistic reasoning and statistical analysis in TensorFlow
☆4,302Updated this week
Alternatives and similar repositories for probability:
Users that are interested in probability are comparing it to the libraries listed below
- A probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,834Updated last year
- Deep universal probabilistic programming with Python and PyTorch☆8,693Updated last week
- Bayesian Modeling and Probabilistic Programming in Python☆8,921Updated this week
- Sequential model-based optimization with a `scipy.optimize` interface☆2,763Updated last year
- Gaussian processes in TensorFlow☆1,866Updated last month
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,364Updated last month
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,409Updated last week
- Efficiently computes derivatives of NumPy code.☆7,193Updated this week
- Bayesian optimization in PyTorch☆3,199Updated this week
- A Hyperparameter Tuning Library for Keras☆2,876Updated 3 months ago
- A Python toolbox for performing gradient-free optimization☆4,015Updated last week
- A scikit-learn compatible neural network library that wraps PyTorch☆5,986Updated last week
- A highly efficient implementation of Gaussian Processes in PyTorch☆3,665Updated last week
- JAX-based neural network library☆2,990Updated last week
- A Python implementation of global optimization with gaussian processes.☆8,120Updated last week
- Fast and flexible AutoML with learning guarantees.☆3,461Updated last year
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,323Updated last month
- Fast and Easy Infinite Neural Networks in Python☆2,323Updated last year
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆4,982Updated last month
- Automated Machine Learning with scikit-learn☆7,773Updated 2 months ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆712Updated 3 years ago
- Fast, flexible and easy to use probabilistic modelling in Python.☆3,419Updated 2 weeks ago
- AutoML library for deep learning☆9,207Updated 3 months ago
- Flax is a neural network library for JAX that is designed for flexibility.☆6,421Updated this week
- An open source python library for automated feature engineering☆7,384Updated this week
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆6,944Updated 2 weeks ago
- Exploratory analysis of Bayesian models with Python☆1,663Updated 2 weeks ago
- Notebooks about Bayesian methods for machine learning☆1,852Updated last year
- PyStan, the Python interface to Stan☆924Updated 4 years ago
- Natural Gradient Boosting for Probabilistic Prediction☆1,688Updated 2 weeks ago