greenpau / Machine-Learning-and-Artificial-IntelligenceLinks
Resources to learn more about Machine Learning and Artificial Intelligence
☆28Updated 4 years ago
Alternatives and similar repositories for Machine-Learning-and-Artificial-Intelligence
Users that are interested in Machine-Learning-and-Artificial-Intelligence are comparing it to the libraries listed below
Sorting:
- GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference☆84Updated last year
- Flowchart to help choose which causal inference book to read. See https://bradyneal.github.io/which-causal-inference-book for more info s…☆60Updated 6 years ago
- Some notes on Causal Inference, with examples in python☆156Updated 5 years ago
- In which I play with the ideas surrounding causality☆54Updated 3 years ago
- Bayesian Bandits☆68Updated 2 years ago
- Causal Graphical Models in Python☆249Updated 2 years ago
- Causal Inference & Deep Learning, MIT IAP 2018☆89Updated 8 years ago
- Model Agnostic Counterfactual Explanations☆88Updated 3 years ago
- The cause2e package provides tools for performing an end-to-end causal analysis of your data. Developed by Daniel Grünbaum (@dg46).☆63Updated 9 months ago
- 🪜 Bayesian Hierarchical Models at Scale☆51Updated 4 years ago
- Project on Causal Machine learning CS 7290☆16Updated 6 years ago
- Realistic benchmark for different causal inference methods. The realism comes from fitting generative models to data with an assumed caus…☆86Updated 4 years ago
- InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy☆148Updated last year
- Code for "Neural causal learning from unknown interventions"☆104Updated 5 years ago
- Reimplementation of NOTEARS in Tensorflow☆33Updated 2 years ago
- Replication code for the article "Learning Functional Causal Models with Generative Neural Networks"☆100Updated 6 years ago
- ☆87Updated 5 years ago
- Supervised Local Modeling for Interpretability☆29Updated 7 years ago
- ☆205Updated 2 years ago
- Implementation of linear CorEx and temporal CorEx.☆36Updated 4 years ago
- python app for doing personalized causal medicine using the methods invented by Judea Pearl et al.☆25Updated 2 years ago
- List of python packages for causal inference☆17Updated 4 years ago
- 💊 Comparing causality methods in a fair and just way.☆141Updated 5 years ago
- working example of a contextual multi-armed bandit☆55Updated 6 years ago
- Contextual bandit benchmarking☆53Updated 3 weeks ago
- Data Efficient Decision Making☆250Updated 3 years ago
- Library for graphical models of decision making, based on pgmpy and networkx☆112Updated 2 years ago
- Code for the Structural Agnostic Model (https://arxiv.org/abs/1803.04929)☆54Updated 5 years ago
- ☆81Updated 5 years ago
- Repository of models in Pyro☆30Updated last year