Python Data Index

a | c | e | m | p | v
 
a
Arms
    Arms.kullback.eps
    Arms.usenumba.USE_NUMBA
 
c
complete_tree_exploration_for_MP_bandits
    complete_tree_exploration_for_MP_bandits.CONCISE
    complete_tree_exploration_for_MP_bandits.FORMAT
    complete_tree_exploration_for_MP_bandits.FULLHASH
    complete_tree_exploration_for_MP_bandits.ONLYABSORBING
    complete_tree_exploration_for_MP_bandits.ONLYLEAFS
    complete_tree_exploration_for_MP_bandits.oo
    complete_tree_exploration_for_MP_bandits.PLOT_DIR
    complete_tree_exploration_for_MP_bandits.WIDTH
configuration
    configuration.AMPLITUDE
    configuration.CACHE_REWARDS
    configuration.configuration
    configuration.CPU_COUNT
    configuration.DECREASE_RATE
    configuration.DO_PARALLEL
    configuration.ENVIRONMENT_BAYESIAN
    configuration.EPSILON
    configuration.HORIZON
    configuration.LEARNING_RATE
    configuration.LOWER
    configuration.MEANS
    configuration.N_JOBS
    configuration.NB_ARMS
    configuration.NB_BREAK_POINTS
    configuration.nbArms
    configuration.RANDOM_INVERT
    configuration.RANDOM_SHUFFLE
    configuration.REPETITIONS
    configuration.TEMPERATURE
    configuration.TEST_WrapRange
    configuration.UNBIASED
    configuration.UNBOUNDED_VARIANCE
    configuration.UPDATE_ALL_CHILDREN
    configuration.UPDATE_LIKE_EXP4
    configuration.USE_FULL_RESTART
    configuration.VARIANCE
configuration_all_singleplayer
    configuration_all_singleplayer.AMPLITUDE
    configuration_all_singleplayer.configuration
    configuration_all_singleplayer.CPU_COUNT
    configuration_all_singleplayer.DO_PARALLEL
    configuration_all_singleplayer.ENVIRONMENT_BAYESIAN
    configuration_all_singleplayer.EPSILON
    configuration_all_singleplayer.HORIZON
    configuration_all_singleplayer.LOWER
    configuration_all_singleplayer.N_JOBS
    configuration_all_singleplayer.NB_ARMS
    configuration_all_singleplayer.nbArms
    configuration_all_singleplayer.REPETITIONS
    configuration_all_singleplayer.TEMPERATURE
    configuration_all_singleplayer.UNBOUNDED_VARIANCE
    configuration_all_singleplayer.USE_FULL_RESTART
    configuration_all_singleplayer.VARIANCE
configuration_comparing_aggregation_algorithms
    configuration_comparing_aggregation_algorithms.CACHE_REWARDS
    configuration_comparing_aggregation_algorithms.configuration
    configuration_comparing_aggregation_algorithms.DO_PARALLEL
    configuration_comparing_aggregation_algorithms.HORIZON
    configuration_comparing_aggregation_algorithms.MAXI
    configuration_comparing_aggregation_algorithms.MINI
    configuration_comparing_aggregation_algorithms.N_JOBS
    configuration_comparing_aggregation_algorithms.NB_ARMS
    configuration_comparing_aggregation_algorithms.NB_RANDOM_EVENTS
    configuration_comparing_aggregation_algorithms.RANDOM_INVERT
    configuration_comparing_aggregation_algorithms.RANDOM_SHUFFLE
    configuration_comparing_aggregation_algorithms.REPETITIONS
    configuration_comparing_aggregation_algorithms.SCALE
    configuration_comparing_aggregation_algorithms.TRUNC
    configuration_comparing_aggregation_algorithms.UNBIASED
    configuration_comparing_aggregation_algorithms.UPDATE_ALL_CHILDREN
    configuration_comparing_aggregation_algorithms.UPDATE_LIKE_EXP4
    configuration_comparing_aggregation_algorithms.VARIANCE
configuration_comparing_doubling_algorithms
    configuration_comparing_doubling_algorithms.amplitude
    configuration_comparing_doubling_algorithms.configuration
    configuration_comparing_doubling_algorithms.CPU_COUNT
    configuration_comparing_doubling_algorithms.DO_PARALLEL
    configuration_comparing_doubling_algorithms.HORIZON
    configuration_comparing_doubling_algorithms.lower
    configuration_comparing_doubling_algorithms.N_JOBS
    configuration_comparing_doubling_algorithms.NB_ARMS
    configuration_comparing_doubling_algorithms.REPETITIONS
    configuration_comparing_doubling_algorithms.UNBOUNDED_VARIANCE
    configuration_comparing_doubling_algorithms.VARIANCE
configuration_markovian
    configuration_markovian.configuration
    configuration_markovian.CPU_COUNT
    configuration_markovian.DO_PARALLEL
    configuration_markovian.HORIZON
    configuration_markovian.N_JOBS
    configuration_markovian.nbArms
    configuration_markovian.REPETITIONS
    configuration_markovian.TEST_Aggregator
    configuration_markovian.VARIANCE
configuration_multiplayers
    configuration_multiplayers.AMPLITUDE
    configuration_multiplayers.CACHE_REWARDS
    configuration_multiplayers.configuration
    configuration_multiplayers.DO_PARALLEL
    configuration_multiplayers.ENVIRONMENT_BAYESIAN
    configuration_multiplayers.HORIZON
    configuration_multiplayers.LOWER
    configuration_multiplayers.MEANS
    configuration_multiplayers.N_JOBS
    configuration_multiplayers.NB_ARMS
    configuration_multiplayers.NB_PLAYERS
    configuration_multiplayers.nbArms
    configuration_multiplayers.REPETITIONS
    configuration_multiplayers.VARIANCE
configuration_multiplayers_with_aggregation
    configuration_multiplayers_with_aggregation.AMPLITUDE
    configuration_multiplayers_with_aggregation.CACHE_REWARDS
    configuration_multiplayers_with_aggregation.configuration
    configuration_multiplayers_with_aggregation.DO_PARALLEL
    configuration_multiplayers_with_aggregation.ENVIRONMENT_BAYESIAN
    configuration_multiplayers_with_aggregation.HORIZON
    configuration_multiplayers_with_aggregation.LOWER
    configuration_multiplayers_with_aggregation.MEANS
    configuration_multiplayers_with_aggregation.N_JOBS
    configuration_multiplayers_with_aggregation.NB_ARMS
    configuration_multiplayers_with_aggregation.NB_PLAYERS
    configuration_multiplayers_with_aggregation.nbArms
    configuration_multiplayers_with_aggregation.REPETITIONS
    configuration_multiplayers_with_aggregation.VARIANCE
configuration_nonstationary
    configuration_nonstationary.AMPLITUDE
    configuration_nonstationary.configuration
    configuration_nonstationary.CPU_COUNT
    configuration_nonstationary.DO_PARALLEL
    configuration_nonstationary.HORIZON
    configuration_nonstationary.LOWER
    configuration_nonstationary.MEANS
    configuration_nonstationary.N_JOBS
    configuration_nonstationary.NB_ARMS
    configuration_nonstationary.NB_BREAK_POINTS
    configuration_nonstationary.nbArms
    configuration_nonstationary.RANDOM_INVERT
    configuration_nonstationary.RANDOM_SHUFFLE
    configuration_nonstationary.REPETITIONS
    configuration_nonstationary.VARIANCE
    configuration_nonstationary.WINDOW_SIZE
configuration_sparse
    configuration_sparse.AMPLITUDE
    configuration_sparse.CACHE_REWARDS
    configuration_sparse.configuration
    configuration_sparse.DECREASE_RATE
    configuration_sparse.DO_PARALLEL
    configuration_sparse.ENVIRONMENT_BAYESIAN
    configuration_sparse.HORIZON
    configuration_sparse.ISSORTED
    configuration_sparse.LEARNING_RATE
    configuration_sparse.LOWER
    configuration_sparse.LOWERNONZERO
    configuration_sparse.MAXI
    configuration_sparse.MEANS
    configuration_sparse.MINI
    configuration_sparse.N_JOBS
    configuration_sparse.NB_ARMS
    configuration_sparse.NB_RANDOM_EVENTS
    configuration_sparse.RANDOM_INVERT
    configuration_sparse.RANDOM_SHUFFLE
    configuration_sparse.REPETITIONS
    configuration_sparse.SCALE
    configuration_sparse.SPARSITY
    configuration_sparse.TEST_Aggregator
    configuration_sparse.TRUNC
    configuration_sparse.UNBIASED
    configuration_sparse.UPDATE_ALL_CHILDREN
    configuration_sparse.UPDATE_LIKE_EXP4
    configuration_sparse.VARIANCE
configuration_sparse_multiplayers
    configuration_sparse_multiplayers.ACTIVATION
    configuration_sparse_multiplayers.ACTIVATIONS
    configuration_sparse_multiplayers.configuration
    configuration_sparse_multiplayers.DO_PARALLEL
    configuration_sparse_multiplayers.HORIZON
    configuration_sparse_multiplayers.MEANS
    configuration_sparse_multiplayers.N_JOBS
    configuration_sparse_multiplayers.NB_ARMS
    configuration_sparse_multiplayers.NB_PLAYERS
    configuration_sparse_multiplayers.nbArms
    configuration_sparse_multiplayers.REPETITIONS
    configuration_sparse_multiplayers.VARIANCE
 
e
env_client
    env_client.default_configuration
Environment
    Environment.CollisionModels.collision_models
    Environment.CollisionModels.full_lost_if_collision
    Environment.Evaluator.DELTA_T_PLOT
    Environment.Evaluator.FINAL_RANKS_ON_AVERAGE
    Environment.Evaluator.MAX_NB_OF_LABELS
    Environment.Evaluator.MORE_ACCURATE
    Environment.Evaluator.nb_break_points
    Environment.Evaluator.plot_lowerbound
    Environment.Evaluator.random_invert
    Environment.Evaluator.random_shuffle
    Environment.Evaluator.REPETITIONS
    Environment.Evaluator.STORE_ALL_REWARDS
    Environment.Evaluator.STORE_REWARDS_SQUARED
    Environment.Evaluator.USE_JOBLIB_FOR_POLICIES
    Environment.Evaluator.USE_PICKLE
    Environment.EvaluatorMultiPlayers.COUNT_RANKS_MARKOV_CHAIN
    Environment.EvaluatorMultiPlayers.DELTA_T_PLOT
    Environment.EvaluatorMultiPlayers.FINAL_RANKS_ON_AVERAGE
    Environment.EvaluatorMultiPlayers.MORE_ACCURATE
    Environment.EvaluatorMultiPlayers.PICKLE_IT
    Environment.EvaluatorMultiPlayers.plot_lowerbounds
    Environment.EvaluatorMultiPlayers.REPETITIONS
    Environment.EvaluatorMultiPlayers.USE_JOBLIB_FOR_POLICIES
    Environment.EvaluatorSparseMultiPlayers.ACTIVATION
    Environment.EvaluatorSparseMultiPlayers.DELTA_T_PLOT
    Environment.EvaluatorSparseMultiPlayers.FINAL_RANKS_ON_AVERAGE
    Environment.EvaluatorSparseMultiPlayers.MORE_ACCURATE
    Environment.EvaluatorSparseMultiPlayers.PICKLE_IT
    Environment.EvaluatorSparseMultiPlayers.REPETITIONS
    Environment.EvaluatorSparseMultiPlayers.USE_JOBLIB_FOR_POLICIES
    Environment.fairnessMeasures.fairness_mapping
    Environment.MAB.RESTED
    Environment.MAB.VERBOSE
    Environment.notify.has_Notify
    Environment.notify.ICON_PATH
    Environment.notify.PROGRAM_NAME
    Environment.plotsettings.BBOX_INCHES
    Environment.plotsettings.DPI
    Environment.plotsettings.FIGSIZE
    Environment.plotsettings.FORMATS
    Environment.plotsettings.HLS
    Environment.plotsettings.MAXNBOFLABELINFIGURE
    Environment.plotsettings.monthyear
    Environment.plotsettings.PUTATRIGHT
    Environment.plotsettings.SHRINKFACTOR
    Environment.plotsettings.signature
    Environment.plotsettings.VIRIDIS
    Environment.plotsettings.WIDTH
    Environment.usenumba.USE_NUMBA
example_of_configuration_multiplayers
    example_of_configuration_multiplayers.AMPLITUDE
    example_of_configuration_multiplayers.configuration
    example_of_configuration_multiplayers.DO_PARALLEL
    example_of_configuration_multiplayers.ENVIRONMENT_BAYESIAN
    example_of_configuration_multiplayers.HORIZON
    example_of_configuration_multiplayers.LOWER
    example_of_configuration_multiplayers.MEANS
    example_of_configuration_multiplayers.N_JOBS
    example_of_configuration_multiplayers.NB_ARMS
    example_of_configuration_multiplayers.NB_PLAYERS
    example_of_configuration_multiplayers.nbArms
    example_of_configuration_multiplayers.REPETITIONS
example_of_configuration_singleplayer
    example_of_configuration_singleplayer.AMPLITUDE
    example_of_configuration_singleplayer.configuration
    example_of_configuration_singleplayer.DO_PARALLEL
    example_of_configuration_singleplayer.ENVIRONMENT_BAYESIAN
    example_of_configuration_singleplayer.HORIZON
    example_of_configuration_singleplayer.LOWER
    example_of_configuration_singleplayer.MEANS
    example_of_configuration_singleplayer.N_JOBS
    example_of_configuration_singleplayer.NB_ARMS
    example_of_configuration_singleplayer.nbArms
    example_of_configuration_singleplayer.REPETITIONS
 
m
main
    main.averageOn
    main.debug_memory
    main.do_plots
    main.finalRanksOnAverage
    main.interactive
    main.loglog
    main.meanReward
    main.normalizedRegret
    main.PLOT_DIR
    main.plotMaxMin
    main.plotSTD
    main.saveallfigs
    main.semilogx
    main.semilogy
    main.USE_HD5
    main.USE_PICKLE
main_multiplayers
    main_multiplayers.averageRegret
    main_multiplayers.debug_memory
    main_multiplayers.do_plots
    main_multiplayers.fairnessAmplitude
    main_multiplayers.interactive
    main_multiplayers.normalized
    main_multiplayers.piechart
    main_multiplayers.PLOT_DIR
    main_multiplayers.saveallfigs
    main_multiplayers.subTerms
    main_multiplayers.USE_HD5
    main_multiplayers.USE_PICKLE
main_multiplayers_more
    main_multiplayers_more.averageRegret
    main_multiplayers_more.debug_memory
    main_multiplayers_more.do_comparison_plots
    main_multiplayers_more.do_simple_plots
    main_multiplayers_more.fairnessAmplitude
    main_multiplayers_more.interactive
    main_multiplayers_more.normalized
    main_multiplayers_more.piechart
    main_multiplayers_more.PLOT_DIR
    main_multiplayers_more.saveallfigs
    main_multiplayers_more.subTerms
    main_multiplayers_more.USE_HD5
    main_multiplayers_more.USE_PICKLE
main_sparse_multiplayers
    main_sparse_multiplayers.averageRegret
    main_sparse_multiplayers.do_comparison_plots
    main_sparse_multiplayers.do_simple_plots
    main_sparse_multiplayers.fairnessAmplitude
    main_sparse_multiplayers.interactive
    main_sparse_multiplayers.normalized
    main_sparse_multiplayers.piechart
    main_sparse_multiplayers.PLOT_DIR
    main_sparse_multiplayers.saveallfigs
    main_sparse_multiplayers.subTerms
    main_sparse_multiplayers.USE_PICKLE
 
p
Policies
    Policies.AdBandits.ALPHA
    Policies.AdSwitch.Constant_C1
    Policies.AdSwitch.Constant_C2
    Policies.Aggregator.UNBIASED
    Policies.Aggregator.UPDATE_ALL_CHILDREN
    Policies.Aggregator.UPDATE_LIKE_EXP4
    Policies.Aggregator.USE_LOSSES
    Policies.ApproximatedFHGittins.ALPHA
    Policies.ApproximatedFHGittins.DISTORTION_HORIZON
    Policies.BasePolicy.CHECKBOUNDS
    Policies.BESA.TOLERANCE
    Policies.BoltzmannGumbel.SIGMA
    Policies.CD_UCB.ALPHA_T1
    Policies.CD_UCB.eps
    Policies.CD_UCB.EPSILON
    Policies.CD_UCB.EXPONENT_BETA
    Policies.CD_UCB.FULL_RESTART_WHEN_REFRESH
    Policies.CD_UCB.LAMBDA
    Policies.CD_UCB.LAZY_DETECT_CHANGE_ONLY_X_STEPS
    Policies.CD_UCB.LAZY_TRY_VALUE_S_ONLY_X_STEPS
    Policies.CD_UCB.MIN_NUMBER_OF_OBSERVATION_BETWEEN_CHANGE_POINT
    Policies.CD_UCB.PER_ARM_RESTART
    Policies.CD_UCB.PROBA_RANDOM_EXPLORATION
    Policies.CD_UCB.SubGaussianGLR_DELTA
    Policies.CD_UCB.SubGaussianGLR_JOINT
    Policies.CD_UCB.SubGaussianGLR_SIGMA
    Policies.CD_UCB.VERBOSE
    Policies.CORRAL.BROADCAST_ALL
    Policies.CORRAL.UNBIASED
    Policies.CPUCB.C
    Policies.DiscountedBayesianIndexPolicy.GAMMA
    Policies.DiscountedUCB.ALPHA
    Policies.DiscountedUCB.GAMMA
    Policies.DMED.GENUINE
    Policies.DoublingTrickWrapper.ALPHA
    Policies.DoublingTrickWrapper.alpha_for_Ti
    Policies.DoublingTrickWrapper.ARITHMETIC_STEP
    Policies.DoublingTrickWrapper.BETA
    Policies.DoublingTrickWrapper.constant_c_for_the_functions_f
    Policies.DoublingTrickWrapper.DEFAULT_FIRST_HORIZON
    Policies.DoublingTrickWrapper.EXPONENTIAL_STEP
    Policies.DoublingTrickWrapper.FAST_EXPONENTIAL_STEP
    Policies.DoublingTrickWrapper.FULL_RESTART
    Policies.DoublingTrickWrapper.GEOMETRIC_STEP
    Policies.DoublingTrickWrapper.MAX_NB_OF_TRIALS
    Policies.DoublingTrickWrapper.SLOW_EXPONENTIAL_STEP
    Policies.EpsilonGreedy.C
    Policies.EpsilonGreedy.D
    Policies.EpsilonGreedy.DECREASINGRATE
    Policies.EpsilonGreedy.EPSILON
    Policies.Exp3.DELTA
    Policies.Exp3.GAMMA
    Policies.Exp3.UNBIASED
    Policies.Exp3PlusPlus.ALPHA
    Policies.Exp3PlusPlus.BETA
    Policies.Exp3R.CONSTANT_C
    Policies.Exp3R.VERBOSE
    Policies.Experimentals.ThompsonRobust.AVERAGEON
    Policies.Experimentals.UCBlog10alpha.ALPHA
    Policies.Experimentals.UCBoost_faster.c
    Policies.Experimentals.UnsupervisedLearning.FIT_EVERY
    Policies.Experimentals.UnsupervisedLearning.MEAN_OF
    Policies.Experimentals.UnsupervisedLearning.T0
    Policies.ExploreThenCommit.ALPHA
    Policies.ExploreThenCommit.GAP
    Policies.Hedge.EPSILON
    Policies.klUCB.c
    Policies.klUCB.TOLERANCE
    Policies.klucb_mapping
    Policies.klUCBswitch.TOLERANCE
    Policies.kullback.eps
    Policies.LearnExp.ETA
    Policies.LearnExp.UNBIASED
    Policies.LM_DSEE.VERBOSE
    Policies.Monitored_UCB.DELTA
    Policies.Monitored_UCB.FULL_RESTART_WHEN_REFRESH
    Policies.Monitored_UCB.PER_ARM_RESTART
    Policies.MOSSAnytime.ALPHA
    Policies.MusicalChairNoSensing.ConstantC
    Policies.OCUCB.ETA
    Policies.OCUCB.RHO
    Policies.OCUCBH.ALPHA
    Policies.OCUCBH.PSI
    Policies.OracleSequentiallyRestartPolicy.FULL_RESTART_WHEN_REFRESH
    Policies.OracleSequentiallyRestartPolicy.PER_ARM_RESTART
    Policies.OracleSequentiallyRestartPolicy.RESET_FOR_ALL_CHANGE
    Policies.OracleSequentiallyRestartPolicy.RESET_FOR_SUBOPTIMAL_CHANGE
    Policies.OSSB.DECREASINGRATE
    Policies.OSSB.EPSILON
    Policies.OSSB.GAMMA
    Policies.Posterior.DiscountedBeta.GAMMA
    Policies.ProbabilityPursuit.BETA
    Policies.SIC_MMAB.c
    Policies.SIC_MMAB.TOLERANCE
    Policies.SlidingWindowRestart.FULL_RESTART_WHEN_REFRESH
    Policies.SlidingWindowRestart.TAU
    Policies.SlidingWindowRestart.THRESHOLD
    Policies.SlidingWindowUCB.DEFAULT_ALPHA
    Policies.SlidingWindowUCB.TAU
    Policies.Softmax.UNBIASED
    Policies.SparseklUCB.c
    Policies.SparseklUCB.USE_UCB_FOR_SETS
    Policies.SparseUCB.ALPHA
    Policies.SparseWrapper.ALPHA
    Policies.SparseWrapper.USE_UCB_FOR_SET_J
    Policies.SparseWrapper.USE_UCB_FOR_SET_K
    Policies.SWHash_UCB.ALPHA
    Policies.SWHash_UCB.LAMBDA
    Policies.UCBalpha.ALPHA
    Policies.UCBdagger.ALPHA
    Policies.UCBimproved.ALPHA
    Policies.UCBoost.c
    Policies.UCBoost.CHECK_SOLUTION
    Policies.UCBoost.eps
    Policies.UCBoost.tolerance_with_upperbound
    Policies.usenumba.USE_NUMBA
PoliciesMultiPlayers
    PoliciesMultiPlayers.RandTopM.OPTIM_EXIT_IF_WORST_WAS_PICKED
    PoliciesMultiPlayers.RandTopM.OPTIM_PICK_PREV_WORST_FIRST
    PoliciesMultiPlayers.RandTopM.OPTIM_PICK_WORST_FIRST
    PoliciesMultiPlayers.RandTopM.WITH_CHAIR
    PoliciesMultiPlayers.RandTopMEst.OPTIM_EXIT_IF_WORST_WAS_PICKED
    PoliciesMultiPlayers.RandTopMEst.OPTIM_PICK_PREV_WORST_FIRST
    PoliciesMultiPlayers.RandTopMEst.OPTIM_PICK_WORST_FIRST
    PoliciesMultiPlayers.RandTopMEst.WITH_CHAIR
    PoliciesMultiPlayers.rhoLearn.CHANGE_RANK_EACH_STEP
    PoliciesMultiPlayers.rhoLearnExp3.CHANGE_RANK_EACH_STEP
    PoliciesMultiPlayers.rhoRandALOHA.ALPHA_P0
    PoliciesMultiPlayers.rhoRandALOHA.FORCE_CHANGE
    PoliciesMultiPlayers.rhoRandALOHA.P0
    PoliciesMultiPlayers.rhoRandSticky.STICKY_TIME
    PoliciesMultiPlayers.Selfish.PENALTY
policy_server
    policy_server.default_configuration
 
v
very_simple_configuration
    very_simple_configuration.configuration