Our great sponsors
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Robyn
Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is to democratise modeling knowledge, inspire the industry through innovation, reduce human bias in the modeling process & build a strong open source marketing science community. (by facebookexperimental)
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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EconML
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
CLV (R): BTYD and BTYDplus
MMM (R): Robyn
CLV (R): BTYD and BTYDplus
Uplift Modeling (python): CausalML, EconML
Uplift Modeling (python): CausalML, EconML
Related posts
- uber/causalml: Uplift modeling and causal inference with machine learning algorithms
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- EconML: A Python Package for ML-Based Heterogeneous Treatment Effects Estimation
- Completed 3 months in Microsoft as Data Scientist.