Issue #80
December 6, 2020
- 1. Gaussian Processes, not quite for dummies [thegradient.pub]
- 2. Adversarial machine learning and instrumental variables for flexible causal modeling [microsoft.com]
- 3. AlphaFold: a solution to a 50-year-old grand challenge in biology [deepmind.com]
- 4. The COVID Science Wars [scientificamerican.com]
- 5. NeuralProphet - A Neural Network based Time-Series model [github.com/ourownstory]
- 6. How to use Indexing for SQL Query Optimization [towardsdatascience.com]
- 7. Python Tools for Record Linking and Fuzzy Matching [pbpython.com]
- 8. EDA on Graphs via networkx [towardsdatascience.com]
- • 1.2 - Simpson's Paradox
- • 1.3 - Probability Theory and Statistics
- • 1.4 - Graphs
- • 1.5 - Structural Causal Models
- • 2.2 - Chains and Forks
- • 2.3 - Colliders
- • 2.4 - d-separation
- • 2.5 - Model Testing and Causal Search
- • 3.1 - Interventions
- • 3.2 - The Adjustment Formula
- • 3.3 - Backdoor Criterion
- • 3.4 - Front-door Criterion
- • 3.5 - Conditional Interventions and Covariate-Specific Effects
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