cosmicBboy ml-research issues

cosmicBboy / ml-research

Research projects in Machine Learning

MIT License

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issues

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metalearn swarm implementation

#27 cosmicBboy opened 4 years ago
0
[metalearn] neurips bbo challenge idea dump

#26 cosmicBboy opened 4 years ago
4
[metalearn] support PPO training algorithm

#25 cosmicBboy opened 4 years ago
1
[metalearn] support arbitrary expansion of action space in metalearn_controller

#24 cosmicBboy closed 4 years ago
1
[metalearn] support continuous policy action space

#23 cosmicBboy opened 4 years ago
1
[metalearn] run experiment with fewer number of tasks

#22 cosmicBboy opened 4 years ago
0
[metalearn] look into coefficient of value function loss

#21 cosmicBboy opened 4 years ago
0
[metalearn] look into adding current timestep as input

#20 cosmicBboy opened 4 years ago
0
[metalearn] implement advantage actor critic algorithm

#19 cosmicBboy closed 4 years ago
1
use -inf for exclusion mask implementation, make sure algorithm actions cannot be masked/ignored

#18 cosmicBboy closed 4 years ago
1
[metalearn] RNN hidden state should not be re-initialized on each fit_iter call

#17 cosmicBboy closed 4 years ago
0
[metalearn] make sure log action probs before masking is correct

#16 cosmicBboy closed 4 years ago
0
[metalearn]: catch RuntimeError where all action probabilities are 0

#15 cosmicBboy closed 4 years ago
0
[metalearn] create daemon-compatible pipeline fit limit enforcer

#14 cosmicBboy closed 5 years ago
3
[metalearn] explore use of Prince package for factor analysis

#13 cosmicBboy opened 5 years ago
0
[metalearn] columntransformer re-arranges the input matrix based on column indices specified in transformers arg

#12 cosmicBboy closed 5 years ago
1
[metalearn] correctly handle scorers where needs_proba=True

#11 cosmicBboy closed 4 years ago
0
[metalearn] implement raw metafeature encoder

#10 cosmicBboy opened 5 years ago
0
[metalearn] add more feature to task state

#9 cosmicBboy opened 5 years ago
0
[metalearn] test for meta-learning capabilities: task-type-specific environments

#8 cosmicBboy opened 5 years ago
0
[metalearn] add support for XGboost, LiteGBM, CatBoost

#7 cosmicBboy opened 5 years ago
0
[metalearn] 100% coverage of sklearn API

#6 cosmicBboy opened 5 years ago
0
metalearn: ensembling controller

#5 cosmicBboy opened 5 years ago
0
implement simple imputer and improved tests

#4 cosmicBboy closed 5 years ago
0
add apricot module for dataset subsampling

#3 cosmicBboy opened 6 years ago
0
add support for normalizing the reward signal before computing gradients

#2 cosmicBboy closed 6 years ago
1
Bug: baseline_reward_buffer updating logic leads to incorrect implementation

#1 cosmicBboy closed 6 years ago
0