GitHub - serenalwang/final-project-code-cs281: Code for CS 281 Final Project

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Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
.idea		.idea
ascfeatures		ascfeatures
autograd.egg-info		autograd.egg-info
plots		plots
stats		stats
X-shrunk.npy		X-shrunk.npy
X_bad_nonzero.npy		X_bad_nonzero.npy
X_bad_noprog_shrunken.npy		X_bad_noprog_shrunken.npy
X_bad_shrunken.npy		X_bad_shrunken.npy
X_good_nonzero.npy		X_good_nonzero.npy
X_good_noprog_shrunken.npy		X_good_noprog_shrunken.npy
X_good_shrunken.npy		X_good_shrunken.npy
ascdata.py		ascdata.py
ascdata.pyc		ascdata.pyc
ascdata_test.py		ascdata_test.py
bayes1_1_4199634_total_all.png		bayes1_1_4199634_total_all.png
bayes1_1_4199634_total_noprog.png		bayes1_1_4199634_total_noprog.png
bayes1_1_4199634_total_self.png		bayes1_1_4199634_total_self.png
bayes1_1_4199665_total_all.png		bayes1_1_4199665_total_all.png
bayes1_1_4199665_total_self.png		bayes1_1_4199665_total_self.png
bayes1_2_4194774_total_all.png		bayes1_2_4194774_total_all.png
bayes1_4_4194946_total_all.png		bayes1_4_4194946_total_all.png
bayes1_4_4194946_total_noprog.png		bayes1_4_4194946_total_noprog.png
bayes1_4_4194946_total_self.png		bayes1_4_4194946_total_self.png
bayes1_4_4195913_total_all.png		bayes1_4_4195913_total_all.png
bayes1_4_4195913_total_noprog.png		bayes1_4_4195913_total_noprog.png
bayes1_4_4195913_total_self.png		bayes1_4_4195913_total_self.png
bayes1_5_4194895_total_all.png		bayes1_5_4194895_total_all.png
bayes1_5_4194895_total_noprog.png		bayes1_5_4194895_total_noprog.png
bayes1_5_4194895_total_self.png		bayes1_5_4194895_total_self.png
bayes1_actualvpredicted.png		bayes1_actualvpredicted.png
bayes1_actualvpredicted_1.png		bayes1_actualvpredicted_1.png
bayes1_actualvpredicted_10.png		bayes1_actualvpredicted_10.png
bayes1_actualvpredicted_100.png		bayes1_actualvpredicted_100.png
bayes1_actualvpredicted_1000.png		bayes1_actualvpredicted_1000.png
bayes1_actualvpredicted_10000.png		bayes1_actualvpredicted_10000.png
bayes1_actualvpredicted_100000.png		bayes1_actualvpredicted_100000.png
bayes1_actualvpredicted_1000000.png		bayes1_actualvpredicted_1000000.png
bayes1_actualvpredicted_labeled.png		bayes1_actualvpredicted_labeled.png
bayes1_featureweights.png		bayes1_featureweights.png
bayes1_featureweights_labeled.png		bayes1_featureweights_labeled.png
bayes1_ips_bad_nonzero_labeled.png		bayes1_ips_bad_nonzero_labeled.png
bayes1_ips_bad_shrunk_labeled.png		bayes1_ips_bad_shrunk_labeled.png
bayes1_ips_good_shrunk_labeled.png		bayes1_ips_good_shrunk_labeled.png
bayes1_ips_nonzero_labeled.png		bayes1_ips_nonzero_labeled.png
bayes1_ips_superbad_nonzero_labeled.png		bayes1_ips_superbad_nonzero_labeled.png
bayes1_lambdas_full_RMSE.png		bayes1_lambdas_full_RMSE.png
bayes1_lambdas_r2.png		bayes1_lambdas_r2.png
bayes1_lambdas_r2_labeled.png		bayes1_lambdas_r2_labeled.png
bayes1_lambdas_reduced_RMSE.png		bayes1_lambdas_reduced_RMSE.png
bayes1_lambdas_rmse.png		bayes1_lambdas_rmse.png
bayes1_lambdas_rmse_labeled.png		bayes1_lambdas_rmse_labeled.png
bayes_regression_adam.py		bayes_regression_adam.py
bayes_regression_simple.py		bayes_regression_simple.py
callgrind_ir_features.csv		callgrind_ir_features.csv
gaussianprocess_1_4194857.png		gaussianprocess_1_4194857.png
gaussianprocess_1_4199634_noprog.png		gaussianprocess_1_4199634_noprog.png
gaussianprocess_1_4199634_self.png		gaussianprocess_1_4199634_self.png
gaussianprocess_1_4199634_total.png		gaussianprocess_1_4199634_total.png
gaussianprocess_5_4194895_noprog.png		gaussianprocess_5_4194895_noprog.png
gaussianprocess_5_4194895_self.png		gaussianprocess_5_4194895_self.png
gaussianprocess_5_4194895_total.png		gaussianprocess_5_4194895_total.png
gaussianprocess_actualvpredicted.png		gaussianprocess_actualvpredicted.png
gaussianprocess_scikit.py		gaussianprocess_scikit.py
hexdump_1gram_features.csv		hexdump_1gram_features.csv
multitask_1_4194857.png		multitask_1_4194857.png
multitask_regression.py		multitask_regression.py
neuralnet_multitask.py		neuralnet_multitask.py
neuralnet_scikit.py		neuralnet_scikit.py
neuralnet_singletask.py		neuralnet_singletask.py
objdump_ip_features.csv		objdump_ip_features.csv
optimizers.py		optimizers.py
optimizers.pyc		optimizers.pyc
program_asc_features.csv		program_asc_features.csv
program_asc_features_temp.csv		program_asc_features_temp.csv
program_callgrind_features.csv		program_callgrind_features.csv
program_gprof_features.csv		program_gprof_features.csv
program_text_features.csv		program_text_features.csv
stats.py		stats.py
stats_0_target_hist_notcrazy.png		stats_0_target_hist_notcrazy.png
stats_0_target_hist_rawlim.png		stats_0_target_hist_rawlim.png
stats_1_ips_loss-values_notcrazy.png		stats_1_ips_loss-values_notcrazy.png
stats_1_target_hist_notcrazy.png		stats_1_target_hist_notcrazy.png
stats_2_ips_loss-values_notcrazy.png		stats_2_ips_loss-values_notcrazy.png
stats_2_target_hist_notcrazy.png		stats_2_target_hist_notcrazy.png
stats_3_ips_loss-values_notcrazy.png		stats_3_ips_loss-values_notcrazy.png
stats_3_target_hist_notcrazy.png		stats_3_target_hist_notcrazy.png
stats_4_ips_loss-values_notcrazy.png		stats_4_ips_loss-values_notcrazy.png
stats_4_target_hist_notcrazy.png		stats_4_target_hist_notcrazy.png
stats_5_ips_loss-values_notcrazy.png		stats_5_ips_loss-values_notcrazy.png
stats_5_target_hist_notcrazy.png		stats_5_target_hist_notcrazy.png
stats_6_ips_loss-values_notcrazy.png		stats_6_ips_loss-values_notcrazy.png
stats_6_target_hist_notcrazy.png		stats_6_target_hist_notcrazy.png
stats_7_ips_loss-values_notcrazy.png		stats_7_ips_loss-values_notcrazy.png
stats_7_target_hist_notcrazy.png		stats_7_target_hist_notcrazy.png
stats_lossvalues_badnonzero.png		stats_lossvalues_badnonzero.png
stats_lossvalues_badshrunk.png		stats_lossvalues_badshrunk.png
stats_lossvalues_goodnonzero.png		stats_lossvalues_goodnonzero.png
stats_lossvalues_goodshrunk.png		stats_lossvalues_goodshrunk.png
stats_lossvalues_nonzero_labeled.png		stats_lossvalues_nonzero_labeled.png

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Code for CS 281 Final Project

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