Recent Releases of TMLE.jl
TMLE.jl - v0.20.0
TMLE v0.20.0
Breaking changes
- Composition is now managed through an extension, a backend must be loaded together with DifferentiationInterface
Merged pull requests: - JOSS Review Updates (#135) (@olivierlabayle) - Fix manuscript and bibtex (#141) (@jbytecode) - Ol dev doc (#142) (@olivierlabayle)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] 6 months ago
TMLE.jl - v0.19.0
TMLE v0.19.0
Breaking changes
- Weighted TMLE is now the default
- Renaming: TMLEE -> Tmle, OSE -> Ose, NAIVE -> Plugin
- Datasets must be a
DataFrame
New Features
- Multithreaded acceleration for nuisance function estimation
- Two C-TMLE flavours
- A new resampling strategy taking into account the treatment variables
Merged pull requests: - Ol ctmle template (#125) (@olivierlabayle) - Update README.md (#133) (@olivierlabayle)
Closed issues:
- Paper submission (#53)
- Multiple steps TMLE (#90)
- C-TMLE (#92)
- Documentation needs some love (#108)
- GLM for ill-formed matrices (#116)
- Bug if factorialEstimand is built from a dataset with categorical treatments (#124)
- Acceleration (#126)
- Greedy C-TMLE (#127)
- Documentation (#128)
- Cleaning (#129)
- Write JOSS paper and submit (#130)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] 9 months ago
TMLE.jl - v0.18.1
TMLE v0.18.1
- Fix independence assumption in propensity score evaluation. Instead of assuming
p(T1, ...Tp) = p(T1)*...*p(Tp), we now have a general factorization rulep(T1, ...Tp) = TT p(Ti|T<i).
Merged pull requests: - Dependent ps (#123) (@olivierlabayle)
Closed issues: - Link to documentation in repo description (#122)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] 10 months ago
TMLE.jl - v0.18.0
TMLE v0.18.0
New Features
- Multiple steps TMLE
Breaking changes
- change from AbstractDifferentiation to DifferentiationInterface
Merged pull requests: - Adds possibility to target more than once (#119) (@olivierlabayle) - Changr from AD to DI (#121) (@olivierlabayle)
Closed issues: - IPW and AIPW (#93)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] 12 months ago
TMLE.jl - v0.17.1
TMLE v0.17.1
- New CausalTables @salbalkus
- Add documentation for YAML/JSON integrations @olivierlabayle
Merged pull requests: - implement function to fit estimators on a CausalTable (#118) (@salbalkus)
Closed issues: - Generate all parameters from a parameter family given data (#77) - Find the time to rework docs (#95) - Bring the FailedEstimate from TMLECI here (#113)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] about 1 year ago
TMLE.jl - v0.17.0
TMLE v0.17.0
Merged pull requests: - Agnostic composed (#110) (@olivierlabayle) - For 0.17.0 release (#112) (@olivierlabayle)
Closed issues: - ComposedEstimands shouldn't take a function (#102)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] over 1 year ago
TMLE.jl - v0.16.0
TMLE v0.16.0
- Support for OrderedFactor{2}, Multiclass should be deprecated in the future
- Replace TreatmentTransformer (deprecated) with MLJModels.ContinuousEncoder
Merged pull requests: - Ordered factor (#107) (@olivierlabayle)
Closed issues: - No issue, just thank you! (#105)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] almost 2 years ago
TMLE.jl - v0.14.0
TMLE v0.14.0
- Limit the generation of factorial ATEs and IATEs to linearly independent ones
- Rename the generating methods
Merged pull requests: - Linearly indep estimands (#101) (@olivierlabayle)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] about 2 years ago
TMLE.jl - v0.13.0
TMLE v0.13.0
New features
generateIATEsgenerates interaction estimands
Breaking changes
generateATEsnow returns aComposedEstimand
Merged pull requests: - Generate iates (#99) (@olivierlabayle)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] about 2 years ago
TMLE.jl - v0.12.0
TMLE v0.12.0
Merged pull requests: - Cvtmle (#91) (@olivierlabayle)
Closed issues: - Robustness to positivity violation (#60) - Documentation / Analyses (#63) - Add option to split propensity score in independent components (#73) - Misc (#85) - Propensity score threshold (#87) - Release 0.12 checklist (#94)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] about 2 years ago
TMLE.jl - v0.8.0
TMLE v0.8.0
Closed issues: - Add entry points for target/query based submachines access (#49) - Rewrite the API (#58) - Add support for covariates (#59) - Tracking issue for release 0.8 (#62)
Merged pull requests: - New api (#61) (@olivierlabayle)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] over 3 years ago
TMLE.jl - v0.3.0
TMLE v0.3.0
Closed issues: - Bunch of things for the next release (#27) - Update Documentation (#30) - Report Efficient Influence curve at all points (#32) - Store the p(T|W) in the machine report (#35) - Report initial estimate (#36) - For release 0.21 (#37)
Merged pull requests: - Documentation update (#33) (@olivierlabayle) - Release 0.21 (#39) (@olivierlabayle)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] about 4 years ago
TMLE.jl - v0.1.3
TMLE v0.1.3
Closed issues: - Use the learning network API (#7) - Update documentation (#21) - Make indicators a field of the fluctuation (#22) - Try to run the stack in parallel with MLJ (#23)
Merged pull requests: - Learning network (#25) (@olivierlabayle)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] over 4 years ago
TMLE.jl -
Bug fix on the matching between Treatment and query
Scientific Software - Peer-reviewed
- Julia
Published by olivierlabayle over 4 years ago
TMLE.jl - Full refactorization to support general categorical variables
- Unified API
- Can manage general categorical variables without losing data
Scientific Software - Peer-reviewed
- Julia
Published by olivierlabayle over 4 years ago
TMLE.jl - For personal use only
Scientific Software - Peer-reviewed
- Julia
Published by olivierlabayle over 4 years ago