An open API service providing repository metadata for many open source software ecosystems.

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