DRAM

A fully differentiable recurrent visual attention model to count the number of blobs. Some code / ideas taken from this implementation (https://github.com/ericjang/draw) of this paper (http://arxiv.org/pdf/1502.04623.pdf), and built upon this implementation (https://github.com/jlindsey15/DRAM).

Name		Name	Last commit message	Last commit date
.ipynb_checkpoints		.ipynb_checkpoints
Results		Results
__pycache__		__pycache__
data		data
images		images
model_runs		model_runs
scalar_models/HiddenAnalysis		scalar_models/HiddenAnalysis
#tailall.sh#		#tailall.sh#
.DS_Store		.DS_Store
.gitignore		.gitignore
1taskCountAnalysis.ipynb		1taskCountAnalysis.ipynb
20181227_DRAM_Estimation_figures.ipynb		20181227_DRAM_Estimation_figures.ipynb
20181228_ConfidenceAndChoice_estimation_split.ipynb		20181228_ConfidenceAndChoice_estimation_split.ipynb
20190428_ConfidenceAndChoice_estimation.ipynb		20190428_ConfidenceAndChoice_estimation.ipynb
20191002 One Fixed Blob.ipynb		20191002 One Fixed Blob.ipynb
20191202 Incremented Numerosity Get MSDCV.ipynb		20191202 Incremented Numerosity Get MSDCV.ipynb
20200201_Get_MSDCV_scalar.ipynb		20200201_Get_MSDCV_scalar.ipynb
20200202_Plot_MSDCV.ipynb		20200202_Plot_MSDCV.ipynb
20200207_Get_MSDCV_classification.ipynb		20200207_Get_MSDCV_classification.ipynb
20200229_Get_PO_data.ipynb		20200229_Get_PO_data.ipynb
2PreCountAnalysis.ipynb		2PreCountAnalysis.ipynb
2taskCountAnalysis.ipynb		2taskCountAnalysis.ipynb
3PreCountAnalysis.ipynb		3PreCountAnalysis.ipynb
3taskCountAnalysis.ipynb		3taskCountAnalysis.ipynb
Analysis.ipynb		Analysis.ipynb
AnalyzeCountResults.ipynb		AnalyzeCountResults.ipynb
AnalyzeCountResults1task_0130.ipynb		AnalyzeCountResults1task_0130.ipynb
AnalyzeCountResults3task.ipynb		AnalyzeCountResults3task.ipynb
AnalyzeCountResults3task_0130.ipynb		AnalyzeCountResults3task_0130.ipynb
AnalyzeCountResults3task_1.ipynb		AnalyzeCountResults3task_1.ipynb
AnalyzeCountResults3task_1_0g.ipynb		AnalyzeCountResults3task_1_0g.ipynb
AnalyzeCountResults3task_2_0g.ipynb		AnalyzeCountResults3task_2_0g.ipynb
AnalyzeCountResults3task_prepoint.ipynb		AnalyzeCountResults3task_prepoint.ipynb
AnalyzeCountResults_1task.ipynb		AnalyzeCountResults_1task.ipynb
AnalyzeEstimationData.ipynb		AnalyzeEstimationData.ipynb
BASIC_classify_blobs.py		BASIC_classify_blobs.py
COUNT_twolayer.py		COUNT_twolayer.py
COUNT_twolayer_onetask.py		COUNT_twolayer_onetask.py
COUNT_twolayer_task.py		COUNT_twolayer_task.py
COUNT_viz.py		COUNT_viz.py
COUNT_viz_3task_1.py		COUNT_viz_3task_1.py
COUNT_viz_nogamma.py		COUNT_viz_nogamma.py
COUNT_viz_onetask_nogamma.py		COUNT_viz_onetask_nogamma.py
COUNT_viz_task.py		COUNT_viz_task.py
COUNT_viz_task1.py		COUNT_viz_task1.py
COUNT_viz_task_nogamma.py		COUNT_viz_task_nogamma.py
COUNT_viz_task_test.py		COUNT_viz_task_test.py
ClassificationDistributions.ipynb		ClassificationDistributions.ipynb
ConfidenceAndChoice.ipynb		ConfidenceAndChoice.ipynb
ConfidenceAndChoice_count.ipynb		ConfidenceAndChoice_count.ipynb
ConfidenceAndChoice_onelayer.ipynb		ConfidenceAndChoice_onelayer.ipynb
ConfidenceAndChoice_onelayer_nds.ipynb		ConfidenceAndChoice_onelayer_nds.ipynb
ConfidenceAndChoice_twolayer.ipynb		ConfidenceAndChoice_twolayer.ipynb
Ct_1l_3t.py		Ct_1l_3t.py
Ct_1l_3t_prevcount.py		Ct_1l_3t_prevcount.py
Ct_2l_1t.py		Ct_2l_1t.py
Ct_2l_1t_0g.py		Ct_2l_1t_0g.py
Ct_2l_1t_0g_viz.py		Ct_2l_1t_0g_viz.py
Ct_2l_2t_0g.py		Ct_2l_2t_0g.py
Ct_2l_2t_0g_viz.py		Ct_2l_2t_0g_viz.py
Ct_2l_2t_TT.py		Ct_2l_2t_TT.py
Ct_2l_2t_TT_viz.py		Ct_2l_2t_TT_viz.py
Ct_2l_3t.py		Ct_2l_3t.py
Ct_2l_3t_0g.py		Ct_2l_3t_0g.py
Ct_2l_3t_0g_1_viz.py		Ct_2l_3t_0g_1_viz.py
Ct_2l_3t_0g_2_viz.py		Ct_2l_3t_0g_2_viz.py
Ct_2l_3t_0g_3_viz.py		Ct_2l_3t_0g_3_viz.py
Ct_2l_3t_0g_noc.py		Ct_2l_3t_0g_noc.py
Ct_2l_3t_0g_viz.py		Ct_2l_3t_0g_viz.py
Ct_2l_3t_CC.py		Ct_2l_3t_CC.py
Ct_2l_3t_TT.py		Ct_2l_3t_TT.py
Ct_2l_3t_TT_half.py		Ct_2l_3t_TT_half.py
Ct_2l_3t_TT_simp.py		Ct_2l_3t_TT_simp.py
Ct_2l_3t_TT_simp_newT.py		Ct_2l_3t_TT_simp_newT.py
Ct_2l_3t_TT_simp_newT_prepoint_viz.py		Ct_2l_3t_TT_simp_newT_prepoint_viz.py
Ct_2l_3t_TT_simp_newT_relutest.py		Ct_2l_3t_TT_simp_newT_relutest.py
Ct_2l_3t_TT_simp_newT_viz.py		Ct_2l_3t_TT_simp_newT_viz.py
Ct_2l_3t_TT_simp_viz.py		Ct_2l_3t_TT_simp_viz.py
Ct_2l_3t_TT_viz.py		Ct_2l_3t_TT_viz.py
DRAC.py		DRAC.py
DRAM.py		DRAM.py
DRAM_Estimation_figures_edits.ipynb		DRAM_Estimation_figures_edits.ipynb
DRAM_classify_attn_blobs.py		DRAM_classify_attn_blobs.py
DRAM_classify_blobs.py		DRAM_classify_blobs.py
DRAM_move_attn.py		DRAM_move_attn.py
DRAM_move_attn_ad.py		DRAM_move_attn_ad.py
DRAM_move_attn_rd.py		DRAM_move_attn_rd.py
DRAM_move_attn_twolayer.py		DRAM_move_attn_twolayer.py
DRAM_pattern.py		DRAM_pattern.py
DRAMcluttered.py		DRAMcluttered.py
DRAMcopy.py		DRAMcopy.py
DRAMcopy13.py		DRAMcopy13.py
DRAMcopy13_Hexagon_Retina_batch.py		DRAMcopy13_Hexagon_Retina_batch.py
DRAMcopy13_onelayer.py		DRAMcopy13_onelayer.py
DRAMcopy13_rewrite_filterbank.py		DRAMcopy13_rewrite_filterbank.py
DRAMcopy13_rewrite_filterbank2.py		DRAMcopy13_rewrite_filterbank2.py
DRAMcopy13_rewrite_filterbank3.py		DRAMcopy13_rewrite_filterbank3.py
DRAMcopy13_test.py		DRAMcopy13_test.py
DRAMcopy13_twolayer.py		DRAMcopy13_twolayer.py
DRAMcopy14.py		DRAMcopy14.py

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