Reproducing Shalit et al.'s Individual Treatment Effect model. This is a deep neural net that can be applied to various problems in causal inference.
☆19May 22, 2022Updated 3 years ago
Alternatives and similar repositories for cfrnet-reproduction
Users that are interested in cfrnet-reproduction are comparing it to the libraries listed below
Sorting:
- ☆24Oct 20, 2025Updated 4 months ago
- [TMLR23] FedDAG: Federated DAG Structure Learning☆19Jan 7, 2023Updated 3 years ago
- Causal inference is a critical task in various fields such as healthcare,economics, marketing and education. Recently, there have beensig…☆21Oct 29, 2021Updated 4 years ago
- Implementation of paper DESCN, which is accepted in SIGKDD 2022.☆108Dec 27, 2023Updated 2 years ago
- Python implementation of the GES algorithm for causal discovery, from the 2002 paper "Optimal Structure Identification With Greedy Search…☆62Mar 3, 2025Updated last year
- Differentiable DAG Sampling (ICLR 2022)☆38Jul 11, 2022Updated 3 years ago
- Some notes and solutions to "Machine Learning" authored by Zhi-Hua Zhou☆11Jul 20, 2021Updated 4 years ago
- ☆11Jun 7, 2023Updated 2 years ago
- Official code for the paper "Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network"☆16Aug 9, 2023Updated 2 years ago
- ☆12Apr 17, 2024Updated last year
- Code to reproduce the experiments from the paper "Self-Compatibility: Evaluating Causal Discovery without Ground Truth"☆12Mar 9, 2024Updated 2 years ago
- multi_gpu_infer 多gpu预测 multiprocessing or subprocessing☆12Mar 24, 2020Updated 5 years ago
- Calibrated Alicante-Murcia Freeway SUMO Scenario☆11Nov 28, 2019Updated 6 years ago
- Awesome papers on Earth Observation (EO), Machine Learning (ML), and Causal Inference (CI) [Edward Elgar Publishing]☆11Jan 18, 2026Updated last month
- Explicit high order interaction models implemented in Keras, including: DCN, xDeepFM, AutoInt etc.☆12Mar 25, 2023Updated 2 years ago
- Generates Adyen device fingerprint☆14Apr 30, 2024Updated last year
- A Spark application, written in Python, to figure out strongly connected components with Bi-directional Label Propagation algorithm. This…☆11Jun 25, 2019Updated 6 years ago
- Deep neural network codes for ctr/cvr prediction task in ranking process implemented by Tensorflow (1.14/2.4.1 version), using tf.estimat…☆11Apr 21, 2021Updated 4 years ago
- Enhancing Multi-Agent System Coordination in Autonomous Electric Vehicles Using Large Language Models☆20Dec 13, 2023Updated 2 years ago
- deploy machine learning model in tensorflow sering and docker☆10Dec 5, 2018Updated 7 years ago
- pytorch implementation of dragonnet☆47Sep 29, 2022Updated 3 years ago
- An awesome list of Causality and Machine Learning related papers, books and other resources.☆12Nov 13, 2023Updated 2 years ago
- 中文公开聊天语料库☆11Nov 5, 2018Updated 7 years ago
- Pytorch-based python library for continuous reinforcement learning and imitation learning [superseded by @osudrl/apex]☆13Mar 13, 2020Updated 5 years ago
- A GitHub repository associated with paper "Learn to Earn: Enabling Coordination Within a Ride-Hailing Fleet"☆10Jun 22, 2020Updated 5 years ago
- Simulating taxi-request matchings on a grid.☆11Aug 25, 2020Updated 5 years ago
- Built a system from scratch in Python which can detect spelling and grammatical errors in a word and sentence respectively using N-gram b…☆15Jul 4, 2021Updated 4 years ago
- ☆10Sep 19, 2023Updated 2 years ago
- Implementation of Johansson, Fredrik D., Shalit, Uri, and Sontag, David. Learning representations for counterfactual inference - ICML, 20…☆12Sep 30, 2020Updated 5 years ago
- Code for the paper: Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains☆10Nov 12, 2021Updated 4 years ago
- Casually implementation a classic metric about clustering☆12Mar 14, 2023Updated 2 years ago
- Automatically replace full publication names in a bibtex database file into official abbreviated names, or reverse. (Support IEEE/ACM/Sci…☆14Jul 30, 2024Updated last year
- Scrapy Spider for 中国发展改革委员会☆13Nov 17, 2014Updated 11 years ago
- ☆12Feb 20, 2024Updated 2 years ago
- ☆21Dec 12, 2025Updated 2 months ago
- InternLM-7B微调, SFT/LoRA, instruction finetune☆13May 17, 2024Updated last year
- 深度学习OCR REST api (Flask+Redis+Keras)☆12Jul 23, 2018Updated 7 years ago
- SUMO Scenario Generator is a web application that generates and downloads the necessary files to start a basic road traffic simulation in…☆12Jun 25, 2020Updated 5 years ago
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆11May 2, 2024Updated last year