DataForScience / CausalInference
☆93Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for CausalInference
- Notebooks for Keras Tutorial presented at ODSC West 2020☆26Updated 4 years ago
- Network and Graph Algorithms From Scratch☆111Updated 2 years ago
- ☆13Updated 2 years ago
- Flowchart to help choose which causal inference book to read. See https://bradyneal.github.io/which-causal-inference-book for more info s…☆58Updated 4 years ago
- Seminar on Limitations of Interpretable Machine Learning Methods☆57Updated 4 years ago
- An introduction to Bayesian statistics using Python and (coming soon) R.☆126Updated last year
- Applied Probability Theory for Everyone☆113Updated last month
- One day workshop for machine learning with scikit-learn☆63Updated last year
- ☆132Updated 5 months ago
- ☆101Updated last year
- Introductory overview of Bayesian inference☆45Updated 5 years ago
- Why And What If: Causal Inference for Everyone☆18Updated 4 years ago
- The source code to the book Weakly Supervised Learning (O'Reilly, 2020) by Russell Jurney☆37Updated 3 years ago
- ⭕️ Data Engineering for Data Scientists☆77Updated last year
- Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.☆22Updated 5 years ago
- ☆76Updated 4 years ago
- Resources related to causality☆257Updated 9 months ago
- Explorations of survival analysis in Python☆51Updated last year
- Code for the book Analytical Skills for AI and Data Science☆48Updated 4 years ago
- Multiple Response Uplift (or heterogeneous treatment effects) package that builds and evaluates tradeoffs with multiple treatments and mu…☆66Updated 3 months ago
- Solutions and workflow for the Bayesian Statistics The Fun Way book in Python☆65Updated 10 months ago
- Learning statistics with Python☆51Updated 3 years ago
- The cause2e package provides tools for performing an end-to-end causal analysis of your data. Developed by Daniel Grünbaum (@dg46).☆57Updated last year
- FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)☆70Updated 3 years ago
- Machine learning, Deep Learning, CNN with PyTorch☆80Updated 4 years ago
- Repo for the "Statistics for Data Science" workshop at ODSC West 2022☆17Updated last year
- This repo has moved to https://github.com/INRIA/scikit-learn-mooc/☆41Updated 4 years ago
- Data Science Resources☆78Updated 3 months ago
- python tools to check recourse in linear classification☆75Updated 3 years ago