NAB
The Numenta Anomaly Benchmark
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Download Latest Version (.zip)- profiles.json
- thresholds.json
- art_daily_no_noise.csv
- art_daily_perfect_square_wave.csv
- art_daily_small_noise.csv
- art_flatline.csv
- art_noisy.csv
- art_daily_flatmiddle.csv
- art_daily_jumpsdown.csv
- art_daily_jumpsup.csv
- art_daily_nojump.csv
- art_increase_spike_density.csv
- art_load_balancer_spikes.csv
- exchange-2_cpc_results.csv
- exchange-2_cpm_results.csv
- exchange-3_cpc_results.csv
- exchange-3_cpm_results.csv
- exchange-4_cpc_results.csv
- exchange-4_cpm_results.csv
- ec2_cpu_utilization_24ae8d.csv
- ec2_cpu_utilization_53ea38.csv
- ec2_cpu_utilization_5f5533.csv
- ec2_cpu_utilization_77c1ca.csv
- ec2_cpu_utilization_825cc2.csv
- ec2_cpu_utilization_ac20cd.csv
- ec2_cpu_utilization_c6585a.csv
- ec2_cpu_utilization_fe7f93.csv
- ec2_disk_write_bytes_1ef3de.csv
- ec2_disk_write_bytes_c0d644.csv
- ec2_network_in_257a54.csv
- ec2_network_in_5abac7.csv
- elb_request_count_8c0756.csv
- grok_asg_anomaly.csv
- iio_us-east-1_i-a2eb1cd9_NetworkIn.csv
- rds_cpu_utilization_cc0c53.csv
- rds_cpu_utilization_e47b3b.csv
- ambient_temperature_system_failure.csv
- cpu_utilization_asg_misconfiguration.csv
- ec2_request_latency_system_failure.csv
- machine_temperature_system_failure.csv
- nyc_taxi.csv
- rogue_agent_key_hold.csv
- rogue_agent_key_updown.csv
- occupancy_6005.csv
- occupancy_t4013.csv
- speed_6005.csv
- speed_7578.csv
- speed_t4013.csv
- TravelTime_387.csv
- TravelTime_451.csv
- Twitter_volume_AAPL.csv
- Twitter_volume_AMZN.csv
- Twitter_volume_CRM.csv
- Twitter_volume_CVS.csv
- Twitter_volume_FB.csv
- Twitter_volume_GOOG.csv
- Twitter_volume_IBM.csv
- Twitter_volume_KO.csv
- Twitter_volume_PFE.csv
- Twitter_volume_UPS.csv
- README.md
- AL_labels_v0.8.json
- AL_labels_v1.0.json
- CB_labels_v0.8.json
- CB_labels_v1.0.json
- known_labels_v1.0.json
- SA_labels_v0.8.json
- SA_labels_v1.0.json
- combined_labels.json
- combined_windows.json
- combined_windows_tiny.json
- __init__.py
- ARTime_detector.py
- README.md
- requirements.txt
- __init__.py
- bayes_changept_detector.py
- __init__.py
- cad_ose.py
- context_operator.py
- context_ose_detector.py
- __init__.py
- algorithms.py
- earthgecko_skyline_detector.py
- README.md
- requirements.txt
- skyline_algorithms.py
- SKYLINE_LICENSE.md
- __init__.py
- expose_detector.py
- __init__.py
- windowedGaussian_detector.py
- gradle-wrapper.jar
- gradle-wrapper.properties
- HTMModel.java
- log4j.properties
- __init__.py
- build.gradle
- gradlew
- gradlew.bat
- htmjava_detector.py
- __init__.py
- base.py
- __init__.py
- corpus.py
- labeler.py
- runner.py
- util.py
- .gitignore
- __init__.py
- README.md
- requirements.txt
- run.py
- setup.py
- __init__.py
- knncad_detector.py
- README.md
- __init__.py
- null_detector.py
- __init__.py
- numenta_detector.py
- numentaTM_detector.py
- __init__.py
- base.py
- __init__.py
- corpus.py
- labeler.py
- runner.py
- util.py
- .gitignore
- __init__.py
- numenta_detector.py
- numentaTM_detector.py
- README.md
- requirements.txt
- run.py
- setup.py
- __init__.py
- random_detector.py
- __init__.py
- random_cut_forest.py
- random_cut_forest.sql
- README.md
- role_permission_policy.json
- role_trust_policy.json
- __init__.py
- relative_entropy_detector.py
- __init__.py
- algorithms.py
- skyline_detector.py
- SKYLINE_LICENSE.md
- nab_anomaly_detection.r
- README.md
- __init__.py
- base.py
- __init__.py
- corpus.py
- labeler.py
- optimizer.py
- plot.py
- runner.py
- scorer.py
- sweeper.py
- test_helpers.py
- util.py
- ARTime_art_daily_no_noise.csv
- ARTime_art_daily_perfect_square_wave.csv
- ARTime_art_daily_small_noise.csv
- ARTime_art_flatline.csv
- ARTime_art_noisy.csv
- ARTime_art_daily_flatmiddle.csv
- ARTime_art_daily_jumpsdown.csv
- ARTime_art_daily_jumpsup.csv
- ARTime_art_daily_nojump.csv
- ARTime_art_increase_spike_density.csv
- ARTime_art_load_balancer_spikes.csv
- ARTime_exchange-2_cpc_results.csv
- ARTime_exchange-2_cpm_results.csv
- ARTime_exchange-3_cpc_results.csv
- ARTime_exchange-3_cpm_results.csv
- ARTime_exchange-4_cpc_results.csv
- ARTime_exchange-4_cpm_results.csv
- ARTime_ec2_cpu_utilization_24ae8d.csv
- ARTime_ec2_cpu_utilization_53ea38.csv
- ARTime_ec2_cpu_utilization_5f5533.csv
- ARTime_ec2_cpu_utilization_77c1ca.csv
- ARTime_ec2_cpu_utilization_825cc2.csv
- ARTime_ec2_cpu_utilization_ac20cd.csv
- ARTime_ec2_cpu_utilization_c6585a.csv
- ARTime_ec2_cpu_utilization_fe7f93.csv
- ARTime_ec2_disk_write_bytes_1ef3de.csv
- ARTime_ec2_disk_write_bytes_c0d644.csv
- ARTime_ec2_network_in_257a54.csv
- ARTime_ec2_network_in_5abac7.csv
- ARTime_elb_request_count_8c0756.csv
- ARTime_grok_asg_anomaly.csv
- ARTime_iio_us-east-1_i-a2eb1cd9_NetworkIn.csv
- ARTime_rds_cpu_utilization_cc0c53.csv
- ARTime_rds_cpu_utilization_e47b3b.csv
- ARTime_ambient_temperature_system_failure.csv
- ARTime_cpu_utilization_asg_misconfiguration.csv
- ARTime_ec2_request_latency_system_failure.csv
- ARTime_machine_temperature_system_failure.csv
- ARTime_nyc_taxi.csv
- ARTime_rogue_agent_key_hold.csv
- ARTime_rogue_agent_key_updown.csv
- ARTime_occupancy_6005.csv
- ARTime_occupancy_t4013.csv
- ARTime_speed_6005.csv
- ARTime_speed_7578.csv
- ARTime_speed_t4013.csv
- ARTime_TravelTime_387.csv
- ARTime_TravelTime_451.csv
- ARTime_Twitter_volume_AAPL.csv
- ARTime_Twitter_volume_AMZN.csv
- ARTime_Twitter_volume_CRM.csv
- ARTime_Twitter_volume_CVS.csv
- ARTime_Twitter_volume_FB.csv
- ARTime_Twitter_volume_GOOG.csv
- ARTime_Twitter_volume_IBM.csv
- ARTime_Twitter_volume_KO.csv
- ARTime_Twitter_volume_PFE.csv
- ARTime_Twitter_volume_UPS.csv
- ARTime_reward_low_FN_rate_scores.csv
- ARTime_reward_low_FP_rate_scores.csv
- ARTime_standard_scores.csv
- bayesChangePt_art_daily_no_noise.csv
- bayesChangePt_art_daily_perfect_square_wave.csv
- bayesChangePt_art_daily_small_noise.csv
- bayesChangePt_art_flatline.csv
- bayesChangePt_art_noisy.csv
- bayesChangePt_art_daily_flatmiddle.csv
- bayesChangePt_art_daily_jumpsdown.csv
- bayesChangePt_art_daily_jumpsup.csv
- bayesChangePt_art_daily_nojump.csv
- bayesChangePt_art_increase_spike_density.csv
- bayesChangePt_art_load_balancer_spikes.csv
- bayesChangePt_exchange-2_cpc_results.csv
- bayesChangePt_exchange-2_cpm_results.csv
- bayesChangePt_exchange-3_cpc_results.csv
- bayesChangePt_exchange-3_cpm_results.csv
- bayesChangePt_exchange-4_cpc_results.csv
- bayesChangePt_exchange-4_cpm_results.csv
- bayesChangePt_ec2_cpu_utilization_24ae8d.csv
- bayesChangePt_ec2_cpu_utilization_53ea38.csv
- bayesChangePt_ec2_cpu_utilization_5f5533.csv
- bayesChangePt_ec2_cpu_utilization_77c1ca.csv
- bayesChangePt_ec2_cpu_utilization_825cc2.csv
- bayesChangePt_ec2_cpu_utilization_ac20cd.csv
- bayesChangePt_ec2_cpu_utilization_c6585a.csv
- bayesChangePt_ec2_cpu_utilization_fe7f93.csv
- bayesChangePt_ec2_disk_write_bytes_1ef3de.csv
- bayesChangePt_ec2_disk_write_bytes_c0d644.csv
- bayesChangePt_ec2_network_in_257a54.csv
- bayesChangePt_ec2_network_in_5abac7.csv
- bayesChangePt_elb_request_count_8c0756.csv
- bayesChangePt_grok_asg_anomaly.csv
- bayesChangePt_iio_us-east-1_i-a2eb1cd9_NetworkIn.csv
- bayesChangePt_rds_cpu_utilization_cc0c53.csv
- bayesChangePt_rds_cpu_utilization_e47b3b.csv
- bayesChangePt_ambient_temperature_system_failure.csv
- bayesChangePt_cpu_utilization_asg_misconfiguration.csv
- bayesChangePt_ec2_request_latency_system_failure.csv
- bayesChangePt_machine_temperature_system_failure.csv
- bayesChangePt_nyc_taxi.csv
- bayesChangePt_rogue_agent_key_hold.csv
- bayesChangePt_rogue_agent_key_updown.csv
- bayesChangePt_occupancy_6005.csv
- bayesChangePt_occupancy_t4013.csv
- bayesChangePt_speed_6005.csv
- bayesChangePt_speed_7578.csv
- bayesChangePt_speed_t4013.csv
- bayesChangePt_TravelTime_387.csv
- bayesChangePt_TravelTime_451.csv
- bayesChangePt_Twitter_volume_AAPL.csv
- bayesChangePt_Twitter_volume_AMZN.csv
- bayesChangePt_Twitter_volume_CRM.csv
- bayesChangePt_Twitter_volume_CVS.csv
- bayesChangePt_Twitter_volume_FB.csv
- bayesChangePt_Twitter_volume_GOOG.csv
- bayesChangePt_Twitter_volume_IBM.csv
- bayesChangePt_Twitter_volume_KO.csv
- bayesChangePt_Twitter_volume_PFE.csv
- bayesChangePt_Twitter_volume_UPS.csv
- bayesChangePt_reward_low_FN_rate_scores.csv
- bayesChangePt_reward_low_FP_rate_scores.csv
- bayesChangePt_standard_scores.csv
- contextOSE_art_daily_no_noise.csv
- contextOSE_art_daily_perfect_square_wave.csv
- contextOSE_art_daily_small_noise.csv
- contextOSE_art_flatline.csv
- contextOSE_art_noisy.csv
- contextOSE_art_daily_flatmiddle.csv
- contextOSE_art_daily_jumpsdown.csv
- contextOSE_art_daily_jumpsup.csv
- contextOSE_art_daily_nojump.csv
- contextOSE_art_increase_spike_density.csv
- contextOSE_art_load_balancer_spikes.csv
- contextOSE_exchange-2_cpc_results.csv
- contextOSE_exchange-2_cpm_results.csv
- contextOSE_exchange-3_cpc_results.csv
- contextOSE_exchange-3_cpm_results.csv
- contextOSE_exchange-4_cpc_results.csv
- contextOSE_exchange-4_cpm_results.csv
- contextOSE_ec2_cpu_utilization_24ae8d.csv
- contextOSE_ec2_cpu_utilization_53ea38.csv
- contextOSE_ec2_cpu_utilization_5f5533.csv
- contextOSE_ec2_cpu_utilization_77c1ca.csv
- contextOSE_ec2_cpu_utilization_825cc2.csv
- contextOSE_ec2_cpu_utilization_ac20cd.csv
- contextOSE_ec2_cpu_utilization_c6585a.csv
- contextOSE_ec2_cpu_utilization_fe7f93.csv
- contextOSE_ec2_disk_write_bytes_1ef3de.csv
- contextOSE_ec2_disk_write_bytes_c0d644.csv
- contextOSE_ec2_network_in_257a54.csv
- contextOSE_ec2_network_in_5abac7.csv
- contextOSE_elb_request_count_8c0756.csv
- contextOSE_grok_asg_anomaly.csv
- contextOSE_iio_us-east-1_i-a2eb1cd9_NetworkIn.csv
- contextOSE_rds_cpu_utilization_cc0c53.csv
- contextOSE_rds_cpu_utilization_e47b3b.csv
- contextOSE_ambient_temperature_system_failure.csv
- contextOSE_cpu_utilization_asg_misconfiguration.csv
- contextOSE_ec2_request_latency_system_failure.csv
- contextOSE_machine_temperature_system_failure.csv
- contextOSE_nyc_taxi.csv
- contextOSE_rogue_agent_key_hold.csv
- contextOSE_rogue_agent_key_updown.csv
- contextOSE_occupancy_6005.csv
- contextOSE_occupancy_t4013.csv
- contextOSE_speed_6005.csv
- contextOSE_speed_7578.csv
- contextOSE_speed_t4013.csv
- contextOSE_TravelTime_387.csv
- contextOSE_TravelTime_451.csv
- contextOSE_Twitter_volume_AAPL.csv
- contextOSE_Twitter_volume_AMZN.csv
- contextOSE_Twitter_volume_CRM.csv
- contextOSE_Twitter_volume_CVS.csv
- contextOSE_Twitter_volume_FB.csv
- contextOSE_Twitter_volume_GOOG.csv
- contextOSE_Twitter_volume_IBM.csv
- contextOSE_Twitter_volume_KO.csv
- contextOSE_Twitter_volume_PFE.csv
- contextOSE_Twitter_volume_UPS.csv
- contextOSE_reward_low_FN_rate_scores.csv
- contextOSE_reward_low_FP_rate_scores.csv
- contextOSE_standard_scores.csv
- earthgeckoSkyline_art_daily_no_noise.csv
- earthgeckoSkyline_art_daily_perfect_square_wave.csv
- earthgeckoSkyline_art_daily_small_noise.csv
- earthgeckoSkyline_art_flatline.csv
- earthgeckoSkyline_art_noisy.csv
- earthgeckoSkyline_art_daily_flatmiddle.csv
- earthgeckoSkyline_art_daily_jumpsdown.csv
- earthgeckoSkyline_art_daily_jumpsup.csv
- earthgeckoSkyline_art_daily_nojump.csv
- earthgeckoSkyline_art_increase_spike_density.csv
- earthgeckoSkyline_art_load_balancer_spikes.csv
- earthgeckoSkyline_exchange-2_cpc_results.csv
- earthgeckoSkyline_exchange-2_cpm_results.csv
- earthgeckoSkyline_exchange-3_cpc_results.csv
- earthgeckoSkyline_exchange-3_cpm_results.csv
- earthgeckoSkyline_exchange-4_cpc_results.csv
- earthgeckoSkyline_exchange-4_cpm_results.csv
- earthgeckoSkyline_ec2_cpu_utilization_24ae8d.csv
- earthgeckoSkyline_ec2_cpu_utilization_53ea38.csv
- earthgeckoSkyline_ec2_cpu_utilization_5f5533.csv
- earthgeckoSkyline_ec2_cpu_utilization_77c1ca.csv
- earthgeckoSkyline_ec2_cpu_utilization_825cc2.csv
- earthgeckoSkyline_ec2_cpu_utilization_ac20cd.csv
- earthgeckoSkyline_ec2_cpu_utilization_c6585a.csv
- earthgeckoSkyline_ec2_cpu_utilization_fe7f93.csv
- earthgeckoSkyline_ec2_disk_write_bytes_1ef3de.csv
- earthgeckoSkyline_ec2_disk_write_bytes_c0d644.csv
- earthgeckoSkyline_ec2_network_in_257a54.csv
- earthgeckoSkyline_ec2_network_in_5abac7.csv
- earthgeckoSkyline_elb_request_count_8c0756.csv
- earthgeckoSkyline_grok_asg_anomaly.csv
- earthgeckoSkyline_iio_us-east-1_i-a2eb1cd9_NetworkIn.csv
- earthgeckoSkyline_rds_cpu_utilization_cc0c53.csv
- earthgeckoSkyline_rds_cpu_utilization_e47b3b.csv
- earthgeckoSkyline_ambient_temperature_system_failure.csv
- earthgeckoSkyline_cpu_utilization_asg_misconfiguration.csv
- earthgeckoSkyline_ec2_request_latency_system_failure.csv
- earthgeckoSkyline_machine_temperature_system_failure.csv
- earthgeckoSkyline_nyc_taxi.csv
- earthgeckoSkyline_rogue_agent_key_hold.csv
- earthgeckoSkyline_rogue_agent_key_updown.csv
- earthgeckoSkyline_occupancy_6005.csv
- earthgeckoSkyline_occupancy_t4013.csv
- earthgeckoSkyline_speed_6005.csv
- earthgeckoSkyline_speed_7578.csv
- earthgeckoSkyline_speed_t4013.csv
- earthgeckoSkyline_TravelTime_387.csv
- earthgeckoSkyline_TravelTime_451.csv
- earthgeckoSkyline_Twitter_volume_AAPL.csv
- earthgeckoSkyline_Twitter_volume_AMZN.csv
- earthgeckoSkyline_Twitter_volume_CRM.csv
- earthgeckoSkyline_Twitter_volume_CVS.csv
- earthgeckoSkyline_Twitter_volume_FB.csv
- earthgeckoSkyline_Twitter_volume_GOOG.csv
- earthgeckoSkyline_Twitter_volume_IBM.csv
- earthgeckoSkyline_Twitter_volume_KO.csv
- earthgeckoSkyline_Twitter_volume_PFE.csv
- earthgeckoSkyline_Twitter_volume_UPS.csv
- earthgeckoSkyline_reward_low_FN_rate_scores.csv
- earthgeckoSkyline_reward_low_FP_rate_scores.csv
- earthgeckoSkyline_standard_scores.csv
- expose_art_daily_no_noise.csv
- expose_art_daily_perfect_square_wave.csv
- expose_art_daily_small_noise.csv
- expose_art_flatline.csv
- expose_art_noisy.csv
- expose_art_daily_flatmiddle.csv
- expose_art_daily_jumpsdown.csv
- expose_art_daily_jumpsup.csv
- expose_art_daily_nojump.csv
- expose_art_increase_spike_density.csv
- expose_art_load_balancer_spikes.csv
- expose_exchange-2_cpc_results.csv
- expose_exchange-2_cpm_results.csv
- expose_exchange-3_cpc_results.csv
- expose_exchange-3_cpm_results.csv
- expose_exchange-4_cpc_results.csv
- expose_exchange-4_cpm_results.csv
- expose_ec2_cpu_utilization_24ae8d.csv
- expose_ec2_cpu_utilization_53ea38.csv
- expose_ec2_cpu_utilization_5f5533.csv
- expose_ec2_cpu_utilization_77c1ca.csv
- expose_ec2_cpu_utilization_825cc2.csv
- expose_ec2_cpu_utilization_ac20cd.csv
- expose_ec2_cpu_utilization_c6585a.csv
- expose_ec2_cpu_utilization_fe7f93.csv
- expose_ec2_disk_write_bytes_1ef3de.csv
- expose_ec2_disk_write_bytes_c0d644.csv
- expose_ec2_network_in_257a54.csv
- expose_ec2_network_in_5abac7.csv
- expose_elb_request_count_8c0756.csv
- expose_grok_asg_anomaly.csv
- expose_iio_us-east-1_i-a2eb1cd9_NetworkIn.csv
- expose_rds_cpu_utilization_cc0c53.csv
- expose_rds_cpu_utilization_e47b3b.csv
- expose_ambient_temperature_system_failure.csv
- expose_cpu_utilization_asg_misconfiguration.csv
- expose_ec2_request_latency_system_failure.csv
- expose_machine_temperature_system_failure.csv
- expose_nyc_taxi.csv
- expose_rogue_agent_key_hold.csv
- expose_rogue_agent_key_updown.csv
- expose_occupancy_6005.csv
- expose_occupancy_t4013.csv
- expose_speed_6005.csv
- expose_speed_7578.csv
- expose_speed_t4013.csv
- expose_TravelTime_387.csv
- expose_TravelTime_451.csv
- expose_Twitter_volume_AAPL.csv
- expose_Twitter_volume_AMZN.csv
- expose_Twitter_volume_CRM.csv
- expose_Twitter_volume_CVS.csv
- expose_Twitter_volume_FB.csv
- expose_Twitter_volume_GOOG.csv
- expose_Twitter_volume_IBM.csv
- expose_Twitter_volume_KO.csv
- expose_Twitter_volume_PFE.csv
- expose_Twitter_volume_UPS.csv
- expose_reward_low_FN_rate_scores.csv
- expose_reward_low_FP_rate_scores.csv
- expose_standard_scores.csv
- htmjava_art_daily_no_noise.csv
- htmjava_art_daily_perfect_square_wave.csv
- htmjava_art_daily_small_noise.csv
- htmjava_art_flatline.csv
- htmjava_art_noisy.csv
- htmjava_art_daily_flatmiddle.csv
- htmjava_art_daily_jumpsdown.csv
- htmjava_art_daily_jumpsup.csv
- htmjava_art_daily_nojump.csv
- htmjava_art_increase_spike_density.csv
- htmjava_art_load_balancer_spikes.csv
- htmjava_exchange-2_cpc_results.csv
- htmjava_exchange-2_cpm_results.csv
- htmjava_exchange-3_cpc_results.csv
- htmjava_exchange-3_cpm_results.csv
- htmjava_exchange-4_cpc_results.csv
- htmjava_exchange-4_cpm_results.csv
- htmjava_ec2_cpu_utilization_24ae8d.csv
- htmjava_ec2_cpu_utilization_53ea38.csv
- htmjava_ec2_cpu_utilization_5f5533.csv
- htmjava_ec2_cpu_utilization_77c1ca.csv
- htmjava_ec2_cpu_utilization_825cc2.csv
- htmjava_ec2_cpu_utilization_ac20cd.csv
- htmjava_ec2_cpu_utilization_c6585a.csv
- htmjava_ec2_cpu_utilization_fe7f93.csv
- htmjava_ec2_disk_write_bytes_1ef3de.csv
- htmjava_ec2_disk_write_bytes_c0d644.csv
- htmjava_ec2_network_in_257a54.csv
- htmjava_ec2_network_in_5abac7.csv
- htmjava_elb_request_count_8c0756.csv
- htmjava_grok_asg_anomaly.csv
- htmjava_iio_us-east-1_i-a2eb1cd9_NetworkIn.csv
- htmjava_rds_cpu_utilization_cc0c53.csv
- htmjava_rds_cpu_utilization_e47b3b.csv
- htmjava_ambient_temperature_system_failure.csv
- htmjava_cpu_utilization_asg_misconfiguration.csv
- htmjava_ec2_request_latency_system_failure.csv
- htmjava_machine_temperature_system_failure.csv
- htmjava_nyc_taxi.csv
- htmjava_rogue_agent_key_hold.csv
- htmjava_rogue_agent_key_updown.csv
- htmjava_occupancy_6005.csv
- htmjava_occupancy_t4013.csv
- htmjava_speed_6005.csv
- htmjava_speed_7578.csv
- htmjava_speed_t4013.csv
- htmjava_TravelTime_387.csv
- htmjava_TravelTime_451.csv
- htmjava_Twitter_volume_AAPL.csv
- htmjava_Twitter_volume_AMZN.csv
- htmjava_Twitter_volume_CRM.csv
- htmjava_Twitter_volume_CVS.csv
- htmjava_Twitter_volume_FB.csv
- htmjava_Twitter_volume_GOOG.csv
- htmjava_Twitter_volume_IBM.csv
- htmjava_Twitter_volume_KO.csv
- htmjava_Twitter_volume_PFE.csv
- htmjava_Twitter_volume_UPS.csv
- htmjava_reward_low_FN_rate_scores.csv
- htmjava_reward_low_FP_rate_scores.csv
- htmjava_standard_scores.csv
- knncad_art_daily_no_noise.csv
- knncad_art_daily_perfect_square_wave.csv
- knncad_art_daily_small_noise.csv
- knncad_art_flatline.csv
- knncad_art_noisy.csv
- knncad_art_daily_flatmiddle.csv
- knncad_art_daily_jumpsdown.csv
- knncad_art_daily_jumpsup.csv
- knncad_art_daily_nojump.csv
- knncad_art_increase_spike_density.csv
- knncad_art_load_balancer_spikes.csv
- knncad_exchange-2_cpc_results.csv
- knncad_exchange-2_cpm_results.csv
- knncad_exchange-3_cpc_results.csv
- knncad_exchange-3_cpm_results.csv
- knncad_exchange-4_cpc_results.csv
- knncad_exchange-4_cpm_results.csv
- knncad_ec2_cpu_utilization_24ae8d.csv
- knncad_ec2_cpu_utilization_53ea38.csv
- knncad_ec2_cpu_utilization_5f5533.csv
- knncad_ec2_cpu_utilization_77c1ca.csv
- knncad_ec2_cpu_utilization_825cc2.csv
- knncad_ec2_cpu_utilization_ac20cd.csv
- knncad_ec2_cpu_utilization_c6585a.csv
- knncad_ec2_cpu_utilization_fe7f93.csv
- knncad_ec2_disk_write_bytes_1ef3de.csv
- knncad_ec2_disk_write_bytes_c0d644.csv
- knncad_ec2_network_in_257a54.csv
- knncad_ec2_network_in_5abac7.csv
- knncad_elb_request_count_8c0756.csv
- knncad_grok_asg_anomaly.csv
- knncad_iio_us-east-1_i-a2eb1cd9_NetworkIn.csv
- knncad_rds_cpu_utilization_cc0c53.csv
- knncad_rds_cpu_utilization_e47b3b.csv
- knncad_ambient_temperature_system_failure.csv
- knncad_cpu_utilization_asg_misconfiguration.csv
- knncad_ec2_request_latency_system_failure.csv
- knncad_machine_temperature_system_failure.csv
- knncad_nyc_taxi.csv
- knncad_rogue_agent_key_hold.csv
- knncad_rogue_agent_key_updown.csv
- knncad_occupancy_6005.csv
- knncad_occupancy_t4013.csv
- knncad_speed_6005.csv
- knncad_speed_7578.csv
- knncad_speed_t4013.csv
- knncad_TravelTime_387.csv
- knncad_TravelTime_451.csv
- knncad_Twitter_volume_AAPL.csv
- knncad_Twitter_volume_AMZN.csv
- knncad_Twitter_volume_CRM.csv
- knncad_Twitter_volume_CVS.csv
- knncad_Twitter_volume_FB.csv
- knncad_Twitter_volume_GOOG.csv
- knncad_Twitter_volume_IBM.csv
- knncad_Twitter_volume_KO.csv
- knncad_Twitter_volume_PFE.csv
- knncad_Twitter_volume_UPS.csv
- knncad_reward_low_FN_rate_scores.csv
- knncad_reward_low_FP_rate_scores.csv
- knncad_standard_scores.csv
- null_art_daily_no_noise.csv
- null_art_daily_perfect_square_wave.csv
- null_art_daily_small_noise.csv
- null_art_flatline.csv
- null_art_noisy.csv
- null_art_daily_flatmiddle.csv
- null_art_daily_jumpsdown.csv
- null_art_daily_jumpsup.csv
- null_art_daily_nojump.csv
- null_art_increase_spike_density.csv
- null_art_load_balancer_spikes.csv
- null_exchange-2_cpc_results.csv
- null_exchange-2_cpm_results.csv
- null_exchange-3_cpc_results.csv
- null_exchange-3_cpm_results.csv
- null_exchange-4_cpc_results.csv
- null_exchange-4_cpm_results.csv
- null_ec2_cpu_utilization_24ae8d.csv
- null_ec2_cpu_utilization_53ea38.csv
- null_ec2_cpu_utilization_5f5533.csv
- null_ec2_cpu_utilization_77c1ca.csv
- null_ec2_cpu_utilization_825cc2.csv
- null_ec2_cpu_utilization_ac20cd.csv
- null_ec2_cpu_utilization_c6585a.csv
- null_ec2_cpu_utilization_fe7f93.csv
- null_ec2_disk_write_bytes_1ef3de.csv
- null_ec2_disk_write_bytes_c0d644.csv
- null_ec2_network_in_257a54.csv
- null_ec2_network_in_5abac7.csv
- null_elb_request_count_8c0756.csv
- null_grok_asg_anomaly.csv
- null_iio_us-east-1_i-a2eb1cd9_NetworkIn.csv
- null_rds_cpu_utilization_cc0c53.csv
- null_rds_cpu_utilization_e47b3b.csv
- null_ambient_temperature_system_failure.csv
- null_cpu_utilization_asg_misconfiguration.csv
- null_ec2_request_latency_system_failure.csv
- null_machine_temperature_system_failure.csv
- null_nyc_taxi.csv
- null_rogue_agent_key_hold.csv
- null_rogue_agent_key_updown.csv
- null_occupancy_6005.csv
- null_occupancy_t4013.csv
- null_speed_6005.csv
- null_speed_7578.csv
- null_speed_t4013.csv
- null_TravelTime_387.csv
- null_TravelTime_451.csv
- null_Twitter_volume_AAPL.csv
- null_Twitter_volume_AMZN.csv
- null_Twitter_volume_CRM.csv
- null_Twitter_volume_CVS.csv
- null_Twitter_volume_FB.csv
- null_Twitter_volume_GOOG.csv
- null_Twitter_volume_IBM.csv
- null_Twitter_volume_KO.csv
- null_Twitter_volume_PFE.csv
- null_Twitter_volume_UPS.csv
- null_reward_low_FN_rate_scores.csv
- null_reward_low_FP_rate_scores.csv
- null_standard_scores.csv
- numenta_art_daily_no_noise.csv
- numenta_art_daily_perfect_square_wave.csv
- numenta_art_daily_small_noise.csv
- numenta_art_flatline.csv
- numenta_art_noisy.csv
- numenta_art_daily_flatmiddle.csv
- numenta_art_daily_jumpsdown.csv
- numenta_art_daily_jumpsup.csv
- numenta_art_daily_nojump.csv
- numenta_art_increase_spike_density.csv
- numenta_art_load_balancer_spikes.csv
- numenta_exchange-2_cpc_results.csv
- numenta_exchange-2_cpm_results.csv
- numenta_exchange-3_cpc_results.csv
- numenta_exchange-3_cpm_results.csv
- numenta_exchange-4_cpc_results.csv
- numenta_exchange-4_cpm_results.csv
- numenta_ec2_cpu_utilization_24ae8d.csv
- numenta_ec2_cpu_utilization_53ea38.csv
- numenta_ec2_cpu_utilization_5f5533.csv
- numenta_ec2_cpu_utilization_77c1ca.csv
- numenta_ec2_cpu_utilization_825cc2.csv
- numenta_ec2_cpu_utilization_ac20cd.csv
- numenta_ec2_cpu_utilization_c6585a.csv
- numenta_ec2_cpu_utilization_fe7f93.csv
- numenta_ec2_disk_write_bytes_1ef3de.csv
- numenta_ec2_disk_write_bytes_c0d644.csv
- numenta_ec2_network_in_257a54.csv
- numenta_ec2_network_in_5abac7.csv
- numenta_elb_request_count_8c0756.csv
- numenta_grok_asg_anomaly.csv
- numenta_iio_us-east-1_i-a2eb1cd9_NetworkIn.csv
- numenta_rds_cpu_utilization_cc0c53.csv
- numenta_rds_cpu_utilization_e47b3b.csv
- numenta_ambient_temperature_system_failure.csv
- numenta_cpu_utilization_asg_misconfiguration.csv
- numenta_ec2_request_latency_system_failure.csv
- numenta_machine_temperature_system_failure.csv
- numenta_nyc_taxi.csv
- numenta_rogue_agent_key_hold.csv
- numenta_rogue_agent_key_updown.csv
- numenta_occupancy_6005.csv
- numenta_occupancy_t4013.csv
- numenta_speed_6005.csv
- numenta_speed_7578.csv
- numenta_speed_t4013.csv
- numenta_TravelTime_387.csv
- numenta_TravelTime_451.csv
- numenta_Twitter_volume_AAPL.csv
- numenta_Twitter_volume_AMZN.csv
- numenta_Twitter_volume_CRM.csv
- numenta_Twitter_volume_CVS.csv
- numenta_Twitter_volume_FB.csv
- numenta_Twitter_volume_GOOG.csv
- numenta_Twitter_volume_IBM.csv
- numenta_Twitter_volume_KO.csv
- numenta_Twitter_volume_PFE.csv
- numenta_Twitter_volume_UPS.csv
- numenta_reward_low_FN_rate_scores.csv
- numenta_reward_low_FP_rate_scores.csv
- numenta_standard_scores.csv
- numentaTM_art_daily_no_noise.csv
- numentaTM_art_daily_perfect_square_wave.csv
- numentaTM_art_daily_small_noise.csv
- numentaTM_art_flatline.csv
- numentaTM_art_noisy.csv
- numentaTM_art_daily_flatmiddle.csv
- numentaTM_art_daily_jumpsdown.csv
- numentaTM_art_daily_jumpsup.csv
- numentaTM_art_daily_nojump.csv
- numentaTM_art_increase_spike_density.csv
- numentaTM_art_load_balancer_spikes.csv
- numentaTM_exchange-2_cpc_results.csv
- numentaTM_exchange-2_cpm_results.csv
- numentaTM_exchange-3_cpc_results.csv
- numentaTM_exchange-3_cpm_results.csv
- numentaTM_exchange-4_cpc_results.csv
- numentaTM_exchange-4_cpm_results.csv
- numentaTM_ec2_cpu_utilization_24ae8d.csv
- numentaTM_ec2_cpu_utilization_53ea38.csv
- numentaTM_ec2_cpu_utilization_5f5533.csv
- numentaTM_ec2_cpu_utilization_77c1ca.csv
- numentaTM_ec2_cpu_utilization_825cc2.csv
- numentaTM_ec2_cpu_utilization_ac20cd.csv
- numentaTM_ec2_cpu_utilization_c6585a.csv
- numentaTM_ec2_cpu_utilization_fe7f93.csv
- numentaTM_ec2_disk_write_bytes_1ef3de.csv
- numentaTM_ec2_disk_write_bytes_c0d644.csv
- numentaTM_ec2_network_in_257a54.csv
- numentaTM_ec2_network_in_5abac7.csv
- numentaTM_elb_request_count_8c0756.csv
- numentaTM_grok_asg_anomaly.csv
- numentaTM_iio_us-east-1_i-a2eb1cd9_NetworkIn.csv
- numentaTM_rds_cpu_utilization_cc0c53.csv
- numentaTM_rds_cpu_utilization_e47b3b.csv
- numentaTM_ambient_temperature_system_failure.csv
- numentaTM_cpu_utilization_asg_misconfiguration.csv
- numentaTM_ec2_request_latency_system_failure.csv
- numentaTM_machine_temperature_system_failure.csv
- numentaTM_nyc_taxi.csv
- numentaTM_rogue_agent_key_hold.csv
- numentaTM_rogue_agent_key_updown.csv
- numentaTM_occupancy_6005.csv
- numentaTM_occupancy_t4013.csv
- numentaTM_speed_6005.csv
- numentaTM_speed_7578.csv
- numentaTM_speed_t4013.csv
- numentaTM_TravelTime_387.csv
- numentaTM_TravelTime_451.csv
- numentaTM_Twitter_volume_AAPL.csv
- numentaTM_Twitter_volume_AMZN.csv
- numentaTM_Twitter_volume_CRM.csv
- numentaTM_Twitter_volume_CVS.csv
- numentaTM_Twitter_volume_FB.csv
- numentaTM_Twitter_volume_GOOG.csv
- numentaTM_Twitter_volume_IBM.csv
- numentaTM_Twitter_volume_KO.csv
- numentaTM_Twitter_volume_PFE.csv
- numentaTM_Twitter_volume_UPS.csv
- numentaTM_reward_low_FN_rate_scores.csv
- numentaTM_reward_low_FP_rate_scores.csv
- numentaTM_standard_scores.csv
- random_art_daily_no_noise.csv
- random_art_daily_perfect_square_wave.csv
- random_art_daily_small_noise.csv
- random_art_flatline.csv
- random_art_noisy.csv
- random_art_daily_flatmiddle.csv
- random_art_daily_jumpsdown.csv
- random_art_daily_jumpsup.csv
- random_art_daily_nojump.csv
- random_art_increase_spike_density.csv
- random_art_load_balancer_spikes.csv
- random_exchange-2_cpc_results.csv
- random_exchange-2_cpm_results.csv
- random_exchange-3_cpc_results.csv
- random_exchange-3_cpm_results.csv
- random_exchange-4_cpc_results.csv
- random_exchange-4_cpm_results.csv
- random_ec2_cpu_utilization_24ae8d.csv
- random_ec2_cpu_utilization_53ea38.csv
- random_ec2_cpu_utilization_5f5533.csv
- random_ec2_cpu_utilization_77c1ca.csv
- random_ec2_cpu_utilization_825cc2.csv
- random_ec2_cpu_utilization_ac20cd.csv
- random_ec2_cpu_utilization_c6585a.csv
- random_ec2_cpu_utilization_fe7f93.csv
- random_ec2_disk_write_bytes_1ef3de.csv
- random_ec2_disk_write_bytes_c0d644.csv
- random_ec2_network_in_257a54.csv
- random_ec2_network_in_5abac7.csv
- random_elb_request_count_8c0756.csv
- random_grok_asg_anomaly.csv
- random_iio_us-east-1_i-a2eb1cd9_NetworkIn.csv
- random_rds_cpu_utilization_cc0c53.csv
- random_rds_cpu_utilization_e47b3b.csv
- random_ambient_temperature_system_failure.csv
- random_cpu_utilization_asg_misconfiguration.csv
- random_ec2_request_latency_system_failure.csv
- random_machine_temperature_system_failure.csv
- random_nyc_taxi.csv
- random_rogue_agent_key_hold.csv
- random_rogue_agent_key_updown.csv
- random_occupancy_6005.csv
- random_occupancy_t4013.csv
- random_speed_6005.csv
- random_speed_7578.csv
- random_speed_t4013.csv
- random_TravelTime_387.csv
- random_TravelTime_451.csv
- random_Twitter_volume_AAPL.csv
- random_Twitter_volume_AMZN.csv
- random_Twitter_volume_CRM.csv
- random_Twitter_volume_CVS.csv
- random_Twitter_volume_FB.csv
- random_Twitter_volume_GOOG.csv
- random_Twitter_volume_IBM.csv
- random_Twitter_volume_KO.csv
- random_Twitter_volume_PFE.csv
- random_Twitter_volume_UPS.csv
- random_reward_low_FN_rate_scores.csv
- random_reward_low_FP_rate_scores.csv
- random_standard_scores.csv
- randomCutForest_art_daily_no_noise.csv
- randomCutForest_art_daily_perfect_square_wave.csv
- randomCutForest_art_daily_small_noise.csv
- randomCutForest_art_flatline.csv
- randomCutForest_art_noisy.csv
- randomCutForest_art_daily_flatmiddle.csv
- randomCutForest_art_daily_jumpsdown.csv
- randomCutForest_art_daily_jumpsup.csv
- randomCutForest_art_daily_nojump.csv
- randomCutForest_art_increase_spike_density.csv
- randomCutForest_art_load_balancer_spikes.csv
- randomCutForest_exchange-2_cpc_results.csv
- randomCutForest_exchange-2_cpm_results.csv
- randomCutForest_exchange-3_cpc_results.csv
- randomCutForest_exchange-3_cpm_results.csv
- randomCutForest_exchange-4_cpc_results.csv
- randomCutForest_exchange-4_cpm_results.csv
- randomCutForest_ec2_cpu_utilization_24ae8d.csv
- randomCutForest_ec2_cpu_utilization_53ea38.csv
- randomCutForest_ec2_cpu_utilization_5f5533.csv
- randomCutForest_ec2_cpu_utilization_77c1ca.csv
- randomCutForest_ec2_cpu_utilization_825cc2.csv
- randomCutForest_ec2_cpu_utilization_ac20cd.csv
- randomCutForest_ec2_cpu_utilization_c6585a.csv
- randomCutForest_ec2_cpu_utilization_fe7f93.csv
- randomCutForest_ec2_disk_write_bytes_1ef3de.csv
- randomCutForest_ec2_disk_write_bytes_c0d644.csv
- randomCutForest_ec2_network_in_257a54.csv
- randomCutForest_ec2_network_in_5abac7.csv
- randomCutForest_elb_request_count_8c0756.csv
- randomCutForest_grok_asg_anomaly.csv
- randomCutForest_iio_us-east-1_i-a2eb1cd9_NetworkIn.csv
- randomCutForest_rds_cpu_utilization_cc0c53.csv
- randomCutForest_rds_cpu_utilization_e47b3b.csv
- randomCutForest_ambient_temperature_system_failure.csv
- randomCutForest_cpu_utilization_asg_misconfiguration.csv
- randomCutForest_ec2_request_latency_system_failure.csv
- randomCutForest_machine_temperature_system_failure.csv
- randomCutForest_nyc_taxi.csv
- randomCutForest_rogue_agent_key_hold.csv
- randomCutForest_rogue_agent_key_updown.csv
- randomCutForest_occupancy_6005.csv
- randomCutForest_occupancy_t4013.csv
- randomCutForest_speed_6005.csv
- randomCutForest_speed_7578.csv
- randomCutForest_speed_t4013.csv
- randomCutForest_TravelTime_387.csv
- randomCutForest_TravelTime_451.csv
- randomCutForest_Twitter_volume_AAPL.csv
- randomCutForest_Twitter_volume_AMZN.csv
- randomCutForest_Twitter_volume_CRM.csv
- randomCutForest_Twitter_volume_CVS.csv
- randomCutForest_Twitter_volume_FB.csv
- randomCutForest_Twitter_volume_GOOG.csv
- randomCutForest_Twitter_volume_IBM.csv
- randomCutForest_Twitter_volume_KO.csv
- randomCutForest_Twitter_volume_PFE.csv
- randomCutForest_Twitter_volume_UPS.csv
- randomCutForest_reward_low_FN_rate_scores.csv
- randomCutForest_reward_low_FP_rate_scores.csv
- randomCutForest_standard_scores.csv
- relativeEntropy_art_daily_no_noise.csv
- relativeEntropy_art_daily_perfect_square_wave.csv
- relativeEntropy_art_daily_small_noise.csv
- relativeEntropy_art_flatline.csv
- relativeEntropy_art_noisy.csv
- relativeEntropy_art_daily_flatmiddle.csv
- relativeEntropy_art_daily_jumpsdown.csv
- relativeEntropy_art_daily_jumpsup.csv
- relativeEntropy_art_daily_nojump.csv
- relativeEntropy_art_increase_spike_density.csv
- relativeEntropy_art_load_balancer_spikes.csv
- relativeEntropy_exchange-2_cpc_results.csv
- relativeEntropy_exchange-2_cpm_results.csv
- relativeEntropy_exchange-3_cpc_results.csv
- relativeEntropy_exchange-3_cpm_results.csv
- relativeEntropy_exchange-4_cpc_results.csv
- relativeEntropy_exchange-4_cpm_results.csv
- relativeEntropy_ec2_cpu_utilization_24ae8d.csv
- relativeEntropy_ec2_cpu_utilization_53ea38.csv
- relativeEntropy_ec2_cpu_utilization_5f5533.csv
- relativeEntropy_ec2_cpu_utilization_77c1ca.csv
- relativeEntropy_ec2_cpu_utilization_825cc2.csv
- relativeEntropy_ec2_cpu_utilization_ac20cd.csv
- relativeEntropy_ec2_cpu_utilization_c6585a.csv
- relativeEntropy_ec2_cpu_utilization_fe7f93.csv
- relativeEntropy_ec2_disk_write_bytes_1ef3de.csv
- relativeEntropy_ec2_disk_write_bytes_c0d644.csv
- relativeEntropy_ec2_network_in_257a54.csv
- relativeEntropy_ec2_network_in_5abac7.csv
- relativeEntropy_elb_request_count_8c0756.csv
- relativeEntropy_grok_asg_anomaly.csv
- relativeEntropy_iio_us-east-1_i-a2eb1cd9_NetworkIn.csv
- relativeEntropy_rds_cpu_utilization_cc0c53.csv
- relativeEntropy_rds_cpu_utilization_e47b3b.csv
- relativeEntropy_ambient_temperature_system_failure.csv
- relativeEntropy_cpu_utilization_asg_misconfiguration.csv
- relativeEntropy_ec2_request_latency_system_failure.csv
- relativeEntropy_machine_temperature_system_failure.csv
- relativeEntropy_nyc_taxi.csv
- relativeEntropy_rogue_agent_key_hold.csv
- relativeEntropy_rogue_agent_key_updown.csv
- relativeEntropy_occupancy_6005.csv
- relativeEntropy_occupancy_t4013.csv
- relativeEntropy_speed_6005.csv
- relativeEntropy_speed_7578.csv
- relativeEntropy_speed_t4013.csv
- relativeEntropy_TravelTime_387.csv
- relativeEntropy_TravelTime_451.csv
- relativeEntropy_Twitter_volume_AAPL.csv
- relativeEntropy_Twitter_volume_AMZN.csv
- relativeEntropy_Twitter_volume_CRM.csv
- relativeEntropy_Twitter_volume_CVS.csv
- relativeEntropy_Twitter_volume_FB.csv
- relativeEntropy_Twitter_volume_GOOG.csv
- relativeEntropy_Twitter_volume_IBM.csv
- relativeEntropy_Twitter_volume_KO.csv
- relativeEntropy_Twitter_volume_PFE.csv
- relativeEntropy_Twitter_volume_UPS.csv
- relativeEntropy_reward_low_FN_rate_scores.csv
- relativeEntropy_reward_low_FP_rate_scores.csv
- relativeEntropy_standard_scores.csv
- skyline_art_daily_no_noise.csv
- skyline_art_daily_perfect_square_wave.csv
- skyline_art_daily_small_noise.csv
- skyline_art_flatline.csv
- skyline_art_noisy.csv
- skyline_art_daily_flatmiddle.csv
- skyline_art_daily_jumpsdown.csv
- skyline_art_daily_jumpsup.csv
- skyline_art_daily_nojump.csv
- skyline_art_increase_spike_density.csv
- skyline_art_load_balancer_spikes.csv
- skyline_exchange-2_cpc_results.csv
- skyline_exchange-2_cpm_results.csv
- skyline_exchange-3_cpc_results.csv
- skyline_exchange-3_cpm_results.csv
- skyline_exchange-4_cpc_results.csv
- skyline_exchange-4_cpm_results.csv
- skyline_ec2_cpu_utilization_24ae8d.csv
- skyline_ec2_cpu_utilization_53ea38.csv
- skyline_ec2_cpu_utilization_5f5533.csv
- skyline_ec2_cpu_utilization_77c1ca.csv
- skyline_ec2_cpu_utilization_825cc2.csv
- skyline_ec2_cpu_utilization_ac20cd.csv
- skyline_ec2_cpu_utilization_c6585a.csv
- skyline_ec2_cpu_utilization_fe7f93.csv
- skyline_ec2_disk_write_bytes_1ef3de.csv
- skyline_ec2_disk_write_bytes_c0d644.csv
- skyline_ec2_network_in_257a54.csv
- skyline_ec2_network_in_5abac7.csv
- skyline_elb_request_count_8c0756.csv
- skyline_grok_asg_anomaly.csv
- skyline_iio_us-east-1_i-a2eb1cd9_NetworkIn.csv
- skyline_rds_cpu_utilization_cc0c53.csv
- skyline_rds_cpu_utilization_e47b3b.csv
- skyline_ambient_temperature_system_failure.csv
- skyline_cpu_utilization_asg_misconfiguration.csv
- skyline_ec2_request_latency_system_failure.csv
- skyline_machine_temperature_system_failure.csv
- skyline_nyc_taxi.csv
- skyline_rogue_agent_key_hold.csv
- skyline_rogue_agent_key_updown.csv
- skyline_occupancy_6005.csv
- skyline_occupancy_t4013.csv
- skyline_speed_6005.csv
- skyline_speed_7578.csv
- skyline_speed_t4013.csv
- skyline_TravelTime_387.csv
- skyline_TravelTime_451.csv
- skyline_Twitter_volume_AAPL.csv
- skyline_Twitter_volume_AMZN.csv
- skyline_Twitter_volume_CRM.csv
- skyline_Twitter_volume_CVS.csv
- skyline_Twitter_volume_FB.csv
- skyline_Twitter_volume_GOOG.csv
- skyline_Twitter_volume_IBM.csv
- skyline_Twitter_volume_KO.csv
- skyline_Twitter_volume_PFE.csv
- skyline_Twitter_volume_UPS.csv
- skyline_reward_low_FN_rate_scores.csv
- skyline_reward_low_FP_rate_scores.csv
- skyline_standard_scores.csv
- twitterADVec_art_daily_no_noise.csv
- twitterADVec_art_daily_perfect_square_wave.csv
- twitterADVec_art_daily_small_noise.csv
- twitterADVec_art_flatline.csv
- twitterADVec_art_noisy.csv
- twitterADVec_art_daily_flatmiddle.csv
- twitterADVec_art_daily_jumpsdown.csv
- twitterADVec_art_daily_jumpsup.csv
- twitterADVec_art_daily_nojump.csv
- twitterADVec_art_increase_spike_density.csv
- twitterADVec_art_load_balancer_spikes.csv
- twitterADVec_exchange-2_cpc_results.csv
- twitterADVec_exchange-2_cpm_results.csv
- twitterADVec_exchange-3_cpc_results.csv
- twitterADVec_exchange-3_cpm_results.csv
- twitterADVec_exchange-4_cpc_results.csv
- twitterADVec_exchange-4_cpm_results.csv
- twitterADVec_ec2_cpu_utilization_24ae8d.csv
- twitterADVec_ec2_cpu_utilization_53ea38.csv
- twitterADVec_ec2_cpu_utilization_5f5533.csv
- twitterADVec_ec2_cpu_utilization_77c1ca.csv
- twitterADVec_ec2_cpu_utilization_825cc2.csv
- twitterADVec_ec2_cpu_utilization_ac20cd.csv
- twitterADVec_ec2_cpu_utilization_c6585a.csv
- twitterADVec_ec2_cpu_utilization_fe7f93.csv
- twitterADVec_ec2_disk_write_bytes_1ef3de.csv
- twitterADVec_ec2_disk_write_bytes_c0d644.csv
- twitterADVec_ec2_network_in_257a54.csv
- twitterADVec_ec2_network_in_5abac7.csv
- twitterADVec_elb_request_count_8c0756.csv
- twitterADVec_grok_asg_anomaly.csv
- twitterADVec_iio_us-east-1_i-a2eb1cd9_NetworkIn.csv
- twitterADVec_rds_cpu_utilization_cc0c53.csv
- twitterADVec_rds_cpu_utilization_e47b3b.csv
- twitterADVec_ambient_temperature_system_failure.csv
- twitterADVec_cpu_utilization_asg_misconfiguration.csv
- twitterADVec_ec2_request_latency_system_failure.csv
- twitterADVec_machine_temperature_system_failure.csv
- twitterADVec_nyc_taxi.csv
- twitterADVec_rogue_agent_key_hold.csv
- twitterADVec_rogue_agent_key_updown.csv
- twitterADVec_occupancy_6005.csv
- twitterADVec_occupancy_t4013.csv
- twitterADVec_speed_6005.csv
- twitterADVec_speed_7578.csv
- twitterADVec_speed_t4013.csv
- twitterADVec_TravelTime_387.csv
- twitterADVec_TravelTime_451.csv
- twitterADVec_Twitter_volume_AAPL.csv
- twitterADVec_Twitter_volume_AMZN.csv
- twitterADVec_Twitter_volume_CRM.csv
- twitterADVec_Twitter_volume_CVS.csv
- twitterADVec_Twitter_volume_FB.csv
- twitterADVec_Twitter_volume_GOOG.csv
- twitterADVec_Twitter_volume_IBM.csv
- twitterADVec_Twitter_volume_KO.csv
- twitterADVec_Twitter_volume_PFE.csv
- twitterADVec_Twitter_volume_UPS.csv
- twitterADVec_reward_low_FN_rate_scores.csv
- twitterADVec_reward_low_FP_rate_scores.csv
- twitterADVec_standard_scores.csv
- windowedGaussian_art_daily_no_noise.csv
- windowedGaussian_art_daily_perfect_square_wave.csv
- windowedGaussian_art_daily_small_noise.csv
- windowedGaussian_art_flatline.csv
- windowedGaussian_art_noisy.csv
- windowedGaussian_art_daily_flatmiddle.csv
- windowedGaussian_art_daily_jumpsdown.csv
- windowedGaussian_art_daily_jumpsup.csv
- windowedGaussian_art_daily_nojump.csv
- windowedGaussian_art_increase_spike_density.csv
- windowedGaussian_art_load_balancer_spikes.csv
- windowedGaussian_exchange-2_cpc_results.csv
- windowedGaussian_exchange-2_cpm_results.csv
- windowedGaussian_exchange-3_cpc_results.csv
- windowedGaussian_exchange-3_cpm_results.csv
- windowedGaussian_exchange-4_cpc_results.csv
- windowedGaussian_exchange-4_cpm_results.csv
- windowedGaussian_ec2_cpu_utilization_24ae8d.csv
- windowedGaussian_ec2_cpu_utilization_53ea38.csv
- windowedGaussian_ec2_cpu_utilization_5f5533.csv
- windowedGaussian_ec2_cpu_utilization_77c1ca.csv
- windowedGaussian_ec2_cpu_utilization_825cc2.csv
- windowedGaussian_ec2_cpu_utilization_ac20cd.csv
- windowedGaussian_ec2_cpu_utilization_c6585a.csv
- windowedGaussian_ec2_cpu_utilization_fe7f93.csv
- windowedGaussian_ec2_disk_write_bytes_1ef3de.csv
- windowedGaussian_ec2_disk_write_bytes_c0d644.csv
- windowedGaussian_ec2_network_in_257a54.csv
- windowedGaussian_ec2_network_in_5abac7.csv
- windowedGaussian_elb_request_count_8c0756.csv
- windowedGaussian_grok_asg_anomaly.csv
- windowedGaussian_iio_us-east-1_i-a2eb1cd9_NetworkIn.csv
- windowedGaussian_rds_cpu_utilization_cc0c53.csv
- windowedGaussian_rds_cpu_utilization_e47b3b.csv
- windowedGaussian_ambient_temperature_system_failure.csv
- windowedGaussian_cpu_utilization_asg_misconfiguration.csv
- windowedGaussian_ec2_request_latency_system_failure.csv
- windowedGaussian_machine_temperature_system_failure.csv
- windowedGaussian_nyc_taxi.csv
- windowedGaussian_rogue_agent_key_hold.csv
- windowedGaussian_rogue_agent_key_updown.csv
- windowedGaussian_occupancy_6005.csv
- windowedGaussian_occupancy_t4013.csv
- windowedGaussian_speed_6005.csv
- windowedGaussian_speed_7578.csv
- windowedGaussian_speed_t4013.csv
- windowedGaussian_TravelTime_387.csv
- windowedGaussian_TravelTime_451.csv
- windowedGaussian_Twitter_volume_AAPL.csv
- windowedGaussian_Twitter_volume_AMZN.csv
- windowedGaussian_Twitter_volume_CRM.csv
- windowedGaussian_Twitter_volume_CVS.csv
- windowedGaussian_Twitter_volume_FB.csv
- windowedGaussian_Twitter_volume_GOOG.csv
- windowedGaussian_Twitter_volume_IBM.csv
- windowedGaussian_Twitter_volume_KO.csv
- windowedGaussian_Twitter_volume_PFE.csv
- windowedGaussian_Twitter_volume_UPS.csv
- windowedGaussian_reward_low_FN_rate_scores.csv
- windowedGaussian_reward_low_FP_rate_scores.csv
- windowedGaussian_standard_scores.csv
- final_results.json
- README.md
- __init__.py
- add_labels_to_data.py
- combine_labels.py
- create_empty_label_file.py
- create_new_detector.py
- nab_visualizer.html
- Plot Data.ipynb
- Plot Result - numenta.ipynb
- plot.py
- README.md
- remove_columns_from_data.py
- sort_data.py
- corpus_test.py
- corpuslabel_test.py
- false_negative_test.py
- false_positive_test.py
- scorer_test.py
- sweeper_test.py
- true_positive_test.py
- art_daily_nojump.csv
- ec2_cpu_utilization_5f5533.csv
- iio_us-east-1_i-a2eb1cd9_NetworkIn.csv
- labels.json
- README.md
- new_detector_test.py
- normalize_test.py
- thresholds_test.py
- utils_test.py
- .dockerignore
- .gitignore
- .travis.yml
- .zenodo.json
- build.gradle
- CHANGELOG.md
- CONTRIBUTING.md
- Dockerfile.py27
- environment.yml
- juliacalldeps.json
- LICENSE.txt
- README.md
- requirements.txt
- run.py
- setup.py
π Installation Guide
1. Get the code
git clone https://github.com/numenta/NAB
Downloads the entire project code from GitHub to your computer.
cd NAB
Moves into the project folder you just downloaded.
2. Official Install Script
Easy RecommendedPrerequisites
- Python 3 Python is required to use pip.
pip install . --user
Installs the package published on PyPI directly β no need to clone the source.
pip install . --user --no-deps
Installs the package published on PyPI directly β no need to clone the source.
After installing, open a new terminal and run the program's version command (e.g. --version) to confirm it worked.
Pulled directly from this repo's README.
3. Docker
EasyPrerequisites
- Git Needed to download the project code from GitHub.
- Docker Desktop Needed to build and run containers. Install it and keep it running in the background.
docker build -f Dockerfile.py27 -t nab .
Builds a runnable image based on the Dockerfile.
docker run -p 8080:80 nab
Runs the built image as an actual container.
Run docker compose ps to check the containers are Up. If the README mentions a port, open http://localhost:PORT in your browser.
4. Gradle (Java/Kotlin)
MediumPrerequisites
- Git Needed to download the project code from GitHub.
- JDK (Java) Required to build and run Java/Kotlin projects.
- Gradle If the repo includes gradlew (Gradle Wrapper), you don't need to install Gradle separately.
./gradlew build
Builds the project using Gradle.
A BUILD SUCCESSFUL message means it worked. The output is created under build/.
5. Python
EasyPrerequisites
pip install -r requirements.txt
Installs the Python libraries listed in requirements.txt (or similar).
pip install . --user
Installs the package published on PyPI directly β no need to clone the source.
pip install . --user --no-deps
Installs the package published on PyPI directly β no need to clone the source.
pip install -e . --install-option="--prefix=/some/other/path/"
Installs the Python libraries listed in requirements.txt (or similar).
If it runs without errors and prints output in the terminal, it worked.
Pulled directly from this repo's README.
// repository documentation
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