Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-marketing-machine-learning
A curated list of awesome machine learning libraries for marketing, including media mix models, multi touch attribution, causal inference and more
https://github.com/station-10/awesome-marketing-machine-learning
- ChannelAttribution
- fractribution
- Marketing-Attribution-Models - Attribution-Models.svg?style=social)
- markov-chain-attribution - chain-attribution.svg?style=social)
- mta
- pychattr
- shapley - lars/shapley.svg?style=social)
- shapley-attribution-model-zhao-naive - attribution-model-zhao-naive.svg?style=social)
- CausalImpact
- causalml
- CausalPy - labs/CausalPy.svg?style=social)
- dowhy - why/dowhy.svg?style=social)
- SyntheticControlMethods
- tfcausalimpact
- CausalImpact
- upliftml
- scikit-uplift - sh/scikit-uplift.svg?style=social)
- btyd
- lifetimes
- pymc-marketing - labs/pymc-marketing.svg?style=social)
- lucius-ltv - ltv.svg?style=social)
- gapandas4 - data-science/gapandas4.svg?style=social)
- EconML - why/EconML.svg?style=social)
- statsmodels
- trimmed_match
- matched_markets
- GeoexperimentsResearch
- GeoLift
- BayesianMMM
- dammmdatagen
- lightweight-mmm
- mamimo
- mmm-stan
- pymc-marketing - labs/pymc-marketing.svg?style=social)
- Robyn
- amazon-denseclus - denseclus.svg?style=social)
- rfm
- retentioneering-tools - tools.svg?style=social)
- ecommercetools - data-science/ecommercetools.svg?style=social)
- lightfm
- openrec
- recmetrics
- recommenders
- Surprise
- darts
- gluonts
- neural_prophet
- orbit
- pmdarima - ml/pmdarima.svg?style=social)
- prophet
- sktime
- statsforecast
- stumpy
- temporian
- tbats - DataScience/tbats.svg?style=social)
- tsfresh - yonder/tsfresh.svg?style=social)
- tslearn - team/tslearn.svg?style=social)
- lifelines
- pysurvival
- scikit-survival - survival.svg?style=social)
- pysyncon
- scpi
- SparseSC
- Decoy
- SDV - dev/SDV.svg?style=social)
Programming Languages
Keywords
python
26
machine-learning
20
data-science
14
time-series
11
forecasting
9
causal-inference
9
econometrics
7
deep-learning
6
statistics
5
pytorch
4
mmm
4
causality
4
marketing
4
marketing-mix-modeling
3
pystan
3
time-series-analysis
3
bayesian
3
media-mix-modeling
3
arima
3
timeseries
3
survival-analysis
3
treatment-effects
2
neuralprophet
2
prophet
2
recommendation
2
machinelearning
2
synthetic-control
2
time-series-classification
2
exponential-smoothing
2
scikit-learn
2
r
2
anomaly-detection
2
marketing-analytics
2
customer-segmentation
2
artificial-intelligence
2
customer-lifetime-value
2
marketing-science
2
recommender
2
regression-models
2
data-analysis
2
causal-models
2
prediction
2
fbprophet
2
uplift-modeling
2
forecast
2
stan
2
customer-journey-map
1
rfm-analysis
1
iroas
1
robust-estimation
1