0000000000000000000000000000000000000000 3c2d3e2e32c02e2c872cf6af9aa8577b68c6a8d9 Siu Lun Chau <alanchau@hotmail.co.uk> 1682575735 +0200	clone: from https://github.com/Chau999/GP-SHAP.git
3c2d3e2e32c02e2c872cf6af9aa8577b68c6a8d9 00f3135ff7a9f26c9b8617a9dff807f3a0ca7758 Siu Lun Chau <alanchau@hotmail.co.uk> 1682575892 +0200	pull: Fast-forward
00f3135ff7a9f26c9b8617a9dff807f3a0ca7758 52bb4f6ac8070f1370008d961ba17a4ab4aec96b Siu Lun Chau <alanchau@hotmail.co.uk> 1682576082 +0200	commit: updated README and used code formatter
52bb4f6ac8070f1370008d961ba17a4ab4aec96b 05b50ac287edcc14829725077936226ec207e29d Siu Lun Chau <alanchau@hotmail.co.uk> 1682576288 +0200	commit: added a setup.py
05b50ac287edcc14829725077936226ec207e29d af3d7bc69f5918570c7984896ea6762da5229786 Siu Lun Chau <alanchau@hotmail.co.uk> 1682576320 +0200	commit: ignore package info files
af3d7bc69f5918570c7984896ea6762da5229786 d147d4b79e8c1ab90a906764212b09c452b357fb Siu Lun Chau <alanchau@hotmail.co.uk> 1682576461 +0200	commit: update README.md
d147d4b79e8c1ab90a906764212b09c452b357fb d147d4b79e8c1ab90a906764212b09c452b357fb Siu Lun Chau <alanchau@hotmail.co.uk> 1682576476 +0200	checkout: moving from main to dev_shap_variances
d147d4b79e8c1ab90a906764212b09c452b357fb 5d03a11b670fe4c78c620e90e2b6b8a86a4b9870 Siu Lun Chau <alanchau@hotmail.co.uk> 1682577305 +0200	commit: refactored with more concise datatypes
5d03a11b670fe4c78c620e90e2b6b8a86a4b9870 1ba9fc4724bc8f14c468b7d6615f3252c7153a8d Siu Lun Chau <alanchau@hotmail.co.uk> 1682577764 +0200	commit: refactored the conditional mean projection out
1ba9fc4724bc8f14c468b7d6615f3252c7153a8d 9420d3daef7651ce50442a1185a24e6ce4cabd62 Siu Lun Chau <alanchau@hotmail.co.uk> 1682597820 +0200	commit: the prototype of computing shapley variances per data instances is ready
9420d3daef7651ce50442a1185a24e6ce4cabd62 292f21a187efba6d8cb7149f92a9180a62d1b3f8 Siu Lun Chau <alanchau@hotmail.co.uk> 1682597838 +0200	commit: RKHS-SHAP is ready
292f21a187efba6d8cb7149f92a9180a62d1b3f8 1098fb1518fc5adc902966b9c07b12d6e5153b67 Siu Lun Chau <alanchau@hotmail.co.uk> 1682600243 +0200	commit: added correlated input example
1098fb1518fc5adc902966b9c07b12d6e5153b67 b3730ed1f888a777e752cece6526372a24be9149 Siu Lun Chau <alanchau@hotmail.co.uk> 1682600262 +0200	commit: added shap as requirement
b3730ed1f888a777e752cece6526372a24be9149 da7bf79954616e806a99f677fc12ceaaecd30a55 Siu Lun Chau <alanchau@hotmail.co.uk> 1682600278 +0200	commit: added illustration notebooks
da7bf79954616e806a99f677fc12ceaaecd30a55 98fdd2d14d704bb323e78b8f544801de5847b412 alan <alanchau@hotmail.co.uk> 1682793477 +0200	commit: added inducing points feature to RKHS-SHAP, not GP-SHAP yet
98fdd2d14d704bb323e78b8f544801de5847b412 6436cd1b8cab030243a1794beacb1549de4d3d82 alan <alanchau@hotmail.co.uk> 1682794092 +0200	commit: changed naming of variable kinducing
6436cd1b8cab030243a1794beacb1549de4d3d82 1a11d93856138b9a13d356f799145865e68d46dc alan <alanchau@hotmail.co.uk> 1682802140 +0200	commit: added parallelisation module when computing value function for each coalition
1a11d93856138b9a13d356f799145865e68d46dc 5e74845281141e25d9cd254174cc2cfbad56a35d alan <alanchau@hotmail.co.uk> 1682873346 +0200	commit: median heuristic are now default values for kernels
5e74845281141e25d9cd254174cc2cfbad56a35d 08be44545fe7d7b299f8a1140769cd72e7566a5c alan <alanchau@hotmail.co.uk> 1682873363 +0200	commit: use kmeans to select initial inducing points
08be44545fe7d7b299f8a1140769cd72e7566a5c cd435ac8c0ddf758a2f1e6db0db6e9f0064a2b7b alan <alanchau@hotmail.co.uk> 1682873382 +0200	commit: implemented Variational GP for larger scale experiments
cd435ac8c0ddf758a2f1e6db0db6e9f0064a2b7b 4abf7935c47a930bb80b07749d5799f8db5ac433 alan <alanchau@hotmail.co.uk> 1682873404 +0200	commit: renamed to ExactGPRegression to contrast with VariationalGPRegression
4abf7935c47a930bb80b07749d5799f8db5ac433 ca2bd9a8e649f913f296f022b7db574b17b9e121 alan <alanchau@hotmail.co.uk> 1682874752 +0200	commit: variational regression up and running well. Can incorporate in RKHS SHAP nicely.
ca2bd9a8e649f913f296f022b7db574b17b9e121 e0540634e233c621779dacfa367798594784ac21 alan <alanchau@hotmail.co.uk> 1682874789 +0200	commit: both exact kernel and sparse kernel are included
e0540634e233c621779dacfa367798594784ac21 8d011c9d0fa75a3889b486b528d44806ddf4842c alan <alanchau@hotmail.co.uk> 1682874805 +0200	commit: added joblib to parallel process
8d011c9d0fa75a3889b486b528d44806ddf4842c 820e7db4dea3ebacb0e4eb3363fde9260f871c9b alan <alanchau@hotmail.co.uk> 1682874820 +0200	commit: nice
820e7db4dea3ebacb0e4eb3363fde9260f871c9b 5ff88ccddd6d272c3bf2b70c57bacdb3f7d0e13d alan <alanchau@hotmail.co.uk> 1682877831 +0200	commit: added todo
5ff88ccddd6d272c3bf2b70c57bacdb3f7d0e13d 71e0c8e17c835851b906e07e15cd6be4a3ce6ae1 alan <alanchau@hotmail.co.uk> 1682877958 +0200	commit: rkhs shap on variational gp done
71e0c8e17c835851b906e07e15cd6be4a3ce6ae1 6ca35e2ae8e44f96ff8a708b8c596d01644413ad alan <alanchau@hotmail.co.uk> 1682943484 +0200	commit: using einsum notation to effectively compute mean outcome of games and store conditional mean projections
6ca35e2ae8e44f96ff8a708b8c596d01644413ad f988a54b7fb229be4f619686b4dd580af51e145d alan <alanchau@hotmail.co.uk> 1682943584 +0200	commit: wanted to add GPU option, but 20:80 rule doesn't allow that
f988a54b7fb229be4f619686b4dd580af51e145d 2af9353275fd8157b52f00b4d0ed5fa0d1bae6f8 alan <alanchau@hotmail.co.uk> 1682974014 +0200	commit: added scale kernel, implemented ExactGPSHAP
2af9353275fd8157b52f00b4d0ed5fa0d1bae6f8 c2d13879d82ec65be55c468e8692eddcfd39e19a Siu Lun Chau <alanchau@hotmail.co.uk> 1683010622 +0200	commit: added extra functionality to compute different granularity of the covariance structure
c2d13879d82ec65be55c468e8692eddcfd39e19a d147d4b79e8c1ab90a906764212b09c452b357fb Siu Lun Chau <alanchau@hotmail.co.uk> 1683010633 +0200	checkout: moving from dev_shap_variances to main
d147d4b79e8c1ab90a906764212b09c452b357fb c2d13879d82ec65be55c468e8692eddcfd39e19a Siu Lun Chau <alanchau@hotmail.co.uk> 1683010650 +0200	merge dev_shap_variances: Fast-forward
c2d13879d82ec65be55c468e8692eddcfd39e19a c2d13879d82ec65be55c468e8692eddcfd39e19a Siu Lun Chau <alanchau@hotmail.co.uk> 1683011157 +0200	checkout: moving from main to dev_experiments
c2d13879d82ec65be55c468e8692eddcfd39e19a ffcb6d5366d8f123d1180f25194ee4cbe2c95d4d Siu Lun Chau <alanchau@hotmail.co.uk> 1683012067 +0200	commit: deleted some outdated notebooks
ffcb6d5366d8f123d1180f25194ee4cbe2c95d4d 00d3ea7c77a0f46b93eb40eaadbff37b360caf2e Siu Lun Chau <alanchau@hotmail.co.uk> 1683012366 +0200	commit: cleaned up the code a bit and also renamed stuff
00d3ea7c77a0f46b93eb40eaadbff37b360caf2e b62d2054a7913835e796ca7ba3a4534fb2402b40 Siu Lun Chau <alanchau@hotmail.co.uk> 1683012418 +0200	commit: changed name from ExactGPSHAP to GPSHAP
b62d2054a7913835e796ca7ba3a4534fb2402b40 e3f46850afade0079a6dff4930db3163a7f8e474 Siu Lun Chau <alanchau@hotmail.co.uk> 1683205815 +0200	commit: finished explanation experiments, now work on shapley prior
e3f46850afade0079a6dff4930db3163a7f8e474 6b651e0d31b6110431eda432573dd7724b48dfb9 Siu Lun Chau <alanchau@hotmail.co.uk> 1683367577 +0200	commit: BayesGPSHAP is done
6b651e0d31b6110431eda432573dd7724b48dfb9 222098e0f063a2baeea3ee201f3ce30208c67877 Siu Lun Chau <alanchau@hotmail.co.uk> 1683444213 +0200	commit: shapley kernel implemented and running
