Name		Name	Last commit message	Last commit date
Latest commit History 143 Commits
data		data
model_params		model_params
paper_settings		paper_settings
plots		plots
prediction		prediction
single_run_outs		single_run_outs
swarm_description		swarm_description
.gitignore		.gitignore
BACKUP2_run_gru.py		BACKUP2_run_gru.py
BACKUP_run_gru.py		BACKUP_run_gru.py
README.md		README.md
__init__.py		__init__.py
adaptive_normalization.py		adaptive_normalization.py
adaptive_normalization_basic.py		adaptive_normalization_basic.py
aggregate_dodger.py		aggregate_dodger.py
binary_ops.py		binary_ops.py
core_discretize.py		core_discretize.py
create_test.py		create_test.py
data_processing.py		data_processing.py
dataset_settings.py		dataset_settings.py
errorMetrics.py		errorMetrics.py
errors.py		errors.py
exampleTaxiPrediction_CLAClassifier.pdf		exampleTaxiPrediction_CLAClassifier.pdf
exampleTaxiPrediction_SDRClassifier.pdf		exampleTaxiPrediction_SDRClassifier.pdf
experiments.cfg		experiments.cfg
get_stats.py		get_stats.py
gru_longseq.csv		gru_longseq.csv
gru_timesteps.csv		gru_timesteps.csv
hour_type.py		hour_type.py
incr.out		incr.out
lstm_stateful.py		lstm_stateful.py
nupic_output.py		nupic_output.py
parse_random.py		parse_random.py
parse_reddit.py		parse_reddit.py
parse_results.sh		parse_results.sh
parse_retail.py		parse_retail.py
plot.py		plot.py
plotPerformance.py		plotPerformance.py
plotPerturbResult.py		plotPerturbResult.py
plot_data.py		plot_data.py
plot_noisy_taxi_experiment.py		plot_noisy_taxi_experiment.py
read_weights.py		read_weights.py
recurrent.py		recurrent.py
reddit_an_tm.csv		reddit_an_tm.csv
reddit_gru_norm.csv		reddit_gru_norm.csv
rnn_tf.py		rnn_tf.py
run_adaptive_filter.py		run_adaptive_filter.py
run_arima.R		run_arima.R
run_elm.py		run_elm.py
run_esn_model.m		run_esn_model.m
run_esn_model_online.m		run_esn_model_online.m
run_gru.py		run_gru.py
run_gru_mase.py		run_gru_mase.py
run_gru_nyc.py		run_gru_nyc.py
run_gru_reddit.py		run_gru_reddit.py
run_gru_rssi.py		run_gru_rssi.py
run_gru_sin.py		run_gru_sin.py
run_gru_tf.py		run_gru_tf.py
run_gru_tf_dense.py		run_gru_tf_dense.py
run_gru_tune.py		run_gru_tune.py
run_gru_tune_multi.py		run_gru_tune_multi.py
run_gru_tune_multi_nyc.py		run_gru_tune_multi_nyc.py
run_gru_tune_multi_rssi.py		run_gru_tune_multi_rssi.py
run_knn.py		run_knn.py
run_lstm.py		run_lstm.py
run_lstm_scalarEncoder.py		run_lstm_scalarEncoder.py
run_lstm_suite.py		run_lstm_suite.py
run_noisy_taxi_experiment.py		run_noisy_taxi_experiment.py
run_rnn.py		run_rnn.py
run_rnn_mlp.py		run_rnn_mlp.py
run_tdnn.py		run_tdnn.py
run_tm.py		run_tm.py
run_tm_incr.py		run_tm_incr.py
run_tm_model.py		run_tm_model.py
run_tm_softmax.py		run_tm_softmax.py
softmax_tune_multi.py		softmax_tune_multi.py
swarm_runner.py		swarm_runner.py
temp_run_gru_rssi.py		temp_run_gru_rssi.py

Repository files navigation

Description

Example Usage

run modified HTM tests

# configure model_params/nyc_taxi_model_params.yaml:
#   set spEnable, tmEnable
# configure run_tm_model.py
#   set nMultiplePass, call either runMultiplePass or runMultiplePassSPonly
python run_tm_model.py -d nyc_taxi

run LSTM or GRU on dataset

# configure run_gru_nyc.py
# python run_gru_nyc.py -d nyc_taxi

Tuning TODO DOCUMENT

JakobStruye/timeseries-comparison

Folders and files

Latest commit

History