GitHub topics: causal
jordandeklerk/DR-synthdid
DiD with synthetic controls for doubly-robust semi-parametric ATT estimation with fast bootstrap inference.
Language: Python - Size: 35.2 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

HowToNameMe/paper-daily
Papers related to Debias
Language: Python - Size: 3.42 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

BiomedSciAI/causallib
A Python package for modular causal inference analysis and model evaluations
Language: Python - Size: 13.2 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 770 - Forks: 102

erdogant/bnlearn
Python package for Causal Discovery by learning the graphical structure of Bayesian networks. Structure Learning, Parameter Learning, Inferences, Sampling methods.
Language: Jupyter Notebook - Size: 39.3 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 510 - Forks: 49

paul-krug/pytorch-tcn
(Realtime) Temporal Convolutions in PyTorch
Language: Python - Size: 227 KB - Last synced at: 1 day ago - Pushed at: about 1 month ago - Stars: 132 - Forks: 12

py-why/causal-learn
Causal Discovery in Python. It also includes (conditional) independence tests and score functions.
Language: Python - Size: 27 MB - Last synced at: 15 days ago - Pushed at: about 1 month ago - Stars: 1,334 - Forks: 213

msuzen/looper
A resource list for causality in statistics, data science and physics
Size: 789 KB - Last synced at: 11 days ago - Pushed at: 22 days ago - Stars: 264 - Forks: 33

hushuguo/awesome-time-series-papers
This repository offers a collection of recent time series research papers, including forecasting, anomaly detection and so on , with links to code and resources.
Size: 215 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 384 - Forks: 13

HCPLab-SYSU/CausalVLR Fork of anonymity2023/Causal-VLReasoning
CausalVLR: A Toolbox and Benchmark for Visual-Linguistic Causal Reasoning (视觉-语言因果推理开源框架)
Language: Python - Size: 106 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 138 - Forks: 4

integrated-inferences/CausalQueries
Bayesian inference from binary causal models
Language: R - Size: 40.7 MB - Last synced at: 7 days ago - Pushed at: 3 months ago - Stars: 28 - Forks: 9

ehsan-ami/critic
The project page for the Causal tRajeCtory predICtion (CRiTIC) model
Language: JavaScript - Size: 87.5 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 1

IBM/wikicausal
WikiCausal: Corpus and Task for Evaluation of Causal Knowledge Graph Construction
Language: Python - Size: 2.13 MB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 4 - Forks: 2

JanTeichertKluge/DMLSim
This library provides packages on DoubleML / Causal Machine Learning and Neural Networks in Python for Simulation and Case Studies.
Language: Python - Size: 145 KB - Last synced at: 30 days ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 0

microsoft/ML4C
[SDM'23] ML4C: Seeing Causality Through Latent Vicinity
Language: Python - Size: 283 KB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 2

ccnets-team/causal-learning
Causal Learning: A new ML framework utilizing cooperative networks
Language: Jupyter Notebook - Size: 22.9 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 7 - Forks: 0

ccnets-team/causal-rl
Causal RL: Reverse-Environment Network Integrated Actor-Critic Algorithm
Language: Python - Size: 9.38 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 26 - Forks: 2

jvrana/caldera
🌋 Pytorch extension for training on biological network data (ARCHIVED)
Language: Python - Size: 5.13 MB - Last synced at: 21 days ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

bd2kccd/causal-rest-api
Causal REST API
Language: Java - Size: 578 KB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 2

FLHonker/Awesome-Neural-Logic
Awesome Neural Logic and Causality: MLN, NLRL, NLM, etc. 因果推断,神经逻辑,强人工智能逻辑推理前沿领域。
Size: 2.41 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 127 - Forks: 19

borisdev/cpal-llm-chain-demo
The concept of using a LLM for developing a work plan.
Size: 30.3 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

utkarshani/CausalPattern
Causal Pattern, ontology design pattern for representing the structure and semantics of causal relations.
Size: 14.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

danielepoterti/CausalLLM-GraphGen
This repository focuses on advancing the process of causal graph generation by integrating the capabilities of Large Language Models (LLMs) and time-tested algorithms from causal theory.
Language: Python - Size: 419 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ghoshstats/ghoshstats.github.io
MATH 888 Project website
Language: CSS - Size: 2.04 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

LeihuaYe/Causal-Inference-Using-Quasi-Experimental-Methods
Causal Inference Using Quasi-Experimental Methods
Size: 26.4 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 17 - Forks: 9

hrauch/rough_cld
Causal Loop Diagram with roughjs
Language: HTML - Size: 201 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

YangLiu9208/CMCIR
[IEEE T-PAMI 2023] Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering
Language: Python - Size: 3.82 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 5

jaredhuling/independenceWeights
Construction of weights for causal inference for continuous treatments
Language: R - Size: 618 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

ehsanx/spph504-007
SPPH 504 (section 007): Application of Epidemiological Methods
Language: HTML - Size: 6.28 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 3

stanford-policylab/causal-fairness
Causal Conceptions of Fairness and their Consequences
Language: Jupyter Notebook - Size: 152 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

till-tietz/CausalQueriesTools
Bayesian inference with large causal models. CausalQueries companion.
Language: R - Size: 327 KB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

an-seunghwan/causal
Implementation PyTorch codes for causal discovery
Language: Python - Size: 307 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

MCFpy/replication-BBL_2022
Replication repository for "High Resolution Treatment Effects Estimation: Uncovering Effect Heterogeneities with the Modified Causal Forest"
Language: Python - Size: 314 KB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 2

ying-A/SandC
Implementation of the AAAI-2021 paper Sketch and Customize: A Counterfacutal Story Generator .
Language: Python - Size: 5.49 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 0

gyounes/RCB
Reliable Causal Broadcast implementation in Erlang
Language: Erlang - Size: 1.11 MB - Last synced at: about 1 month ago - Pushed at: about 7 years ago - Stars: 5 - Forks: 0
