├── .gitignore ├── .jenkins ├── jenkins_buildbot_python2.sh ├── jenkins_buildbot_python2_32bit.sh ├── jenkins_buildbot_python2_debug.sh ├── jenkins_buildbot_python3.sh ├── jenkins_pretest.sh ├── jenkins_test1.sh └── jenkins_test2.sh ├── .mailmap ├── .travis.yml ├── CONTRIBUTING.md ├── DESCRIPTION.txt ├── EMAIL.txt ├── HISTORY.txt ├── ISSUE_TEMPLATE.md ├── Install_Guide.pdf ├── LICENSE.txt ├── MANIFEST.in ├── NEWS.txt ├── NEWS_DEV.txt ├── README.md ├── README.txt ├── Theano.pyproj ├── Theano.sln ├── benchmark ├── README ├── autoencoder │ ├── Makefile │ ├── aa.cc │ ├── aa.py │ └── aa_numpy.py ├── convolution │ ├── bench.sh │ ├── conv2d.py │ ├── opencv.py │ └── scipy_conv.py ├── numexpr │ └── gen_graph.py └── regression │ └── regression.py ├── bin ├── theano-cache ├── theano-nose └── theano-test ├── democase └── alexnet │ ├── alex_net.py │ ├── benchmark.py │ ├── benchmark.sh │ ├── config.yaml │ ├── lib │ ├── layers.py │ └── tools.py │ ├── preprocessing │ ├── generate_data.sh │ ├── generate_toy_data.sh │ ├── lists.txt │ ├── make_hkl.py │ ├── make_labels.py │ ├── make_train_val_txt.py │ └── paths.yaml │ ├── pretrained │ └── alexnet │ │ ├── config.yaml │ │ └── readme.md │ ├── proc_load.py │ ├── spec.yaml │ ├── train.py │ ├── train.sh │ └── train_funcs.py ├── doc ├── .build │ └── PLACEHOLDER ├── .static │ ├── PLACEHOLDER │ ├── fix_rtd.css │ └── version_switch.js ├── .templates │ ├── PLACEHOLDER │ └── layout.html ├── LICENSE.txt ├── NEWS.txt ├── acknowledgement.txt ├── bcast.png ├── bcast.svg ├── cifarSC2011 │ ├── advanced_theano.txt │ ├── boot_camp_overview.txt │ ├── gpundarray.txt │ ├── index.txt │ ├── introduction.txt │ ├── pics │ │ ├── logreg_pydotprint_predict.png │ │ ├── logreg_pydotprint_prediction.png │ │ └── logreg_pydotprint_train.png │ ├── pyCUDA.txt │ └── theano.txt ├── citation.txt ├── conf.py ├── core_development_guide.txt ├── crei2013 │ ├── advanced_theano.txt │ ├── gpundarray.txt │ ├── ifelse_switch.py │ ├── index.txt │ ├── introduction.txt │ ├── logreg.py │ ├── logreg_profile.prof │ ├── pics │ │ ├── logreg_pydotprint_predict.png │ │ ├── logreg_pydotprint_prediction.png │ │ └── logreg_pydotprint_train.png │ ├── scan_poly.py │ ├── scan_pow.py │ └── theano.txt ├── css.inc ├── dev_start_guide.txt ├── developer │ ├── compat.txt │ ├── index.txt │ ├── scan.txt │ └── tensor.txt ├── extending │ ├── apply.png │ ├── apply.svg │ ├── apply2.svg │ ├── cop.txt │ ├── ctype.txt │ ├── extending_faq.txt │ ├── extending_theano.txt │ ├── extending_theano_c.txt │ ├── extending_theano_gpu.txt │ ├── extending_theano_solution_1.py │ ├── fibby.txt │ ├── graphstructures.txt │ ├── index.txt │ ├── inplace.txt │ ├── op.txt │ ├── optimization.txt │ ├── other_ops.txt │ ├── pics │ │ ├── symbolic_graph_opt.png │ │ └── symbolic_graph_unopt.png │ ├── pipeline.txt │ ├── theano_vs_c.txt │ ├── tips.txt │ ├── type.txt │ ├── unittest.txt │ └── using_params.txt ├── faq.txt ├── generate_dtype_tensor_table.py ├── glossary.txt ├── hpcs2011_tutorial │ ├── Makefile │ ├── double_op.py │ ├── logreg_example.py │ ├── pics │ │ ├── CPU_VS_GPU.png │ │ ├── Caffeine_Machine_no_background_red.png │ │ ├── UdeM_NoirBleu_logo_Marie_crop.pdf │ │ ├── apply_node.odg │ │ ├── apply_node.pdf │ │ ├── apply_node.png │ │ ├── bloc_repartition.png │ │ ├── conv.pdf │ │ ├── conv.png │ │ ├── f_optimized.png │ │ ├── f_unoptimized.png │ │ ├── grid_block_thread.png │ │ ├── lisabook_logo_text_3.png │ │ ├── logreg_pydotprint_predic.png │ │ ├── logreg_pydotprint_prediction.png │ │ ├── logreg_pydotprint_train.png │ │ ├── mlp.pdf │ │ ├── mlp.png │ │ ├── multiple_graph.pdf │ │ ├── multiple_graph.png │ │ ├── pipeline.odg │ │ ├── pipeline.pdf │ │ ├── pipeline.png │ │ ├── pycuda-logo-crop.pdf │ │ └── theano_logo.png │ ├── presentation.tex │ ├── pycuda_double_op.py │ ├── pycuda_simple.py │ ├── scan_poly.py │ ├── scan_pow.py │ └── simple_example.py ├── images │ ├── Elman_srnn.png │ ├── blocksparse.png │ ├── lstm.png │ ├── lstm_memorycell.png │ ├── snake_theta2.png │ ├── talk2010.gif │ ├── talk2010.png │ ├── theano-theta-117x117.png │ ├── theano_bw_parens_transparent.png │ ├── theano_logo-200x67.png │ ├── theano_logo.png │ ├── theano_logo_allblue.svg │ ├── theano_logo_allblue_200x46.png │ ├── theano_logo_allblue_200x54.png │ ├── theano_logo_allblue_350x95.png │ ├── theano_logo_allblue_63x21.png │ └── theano_logo_allwhite_210x70.png ├── index.txt ├── install.txt ├── install_centos6.txt ├── install_generic.inc ├── install_macos.txt ├── install_others.txt ├── install_ubuntu.txt ├── install_windows.txt ├── internal │ ├── dev_start_guide.txt │ ├── how_to_release.txt │ ├── index.txt │ ├── metadocumentation.txt │ ├── python.txt │ └── release.txt ├── introduction.txt ├── library │ ├── compile │ │ ├── debugmode.txt │ │ ├── function.txt │ │ ├── index.txt │ │ ├── io.txt │ │ ├── mode.txt │ │ ├── nanguardmode.txt │ │ ├── opfromgraph.txt │ │ ├── ops.txt │ │ ├── profilemode.txt │ │ └── shared.txt │ ├── config.txt │ ├── d3viz │ │ ├── examples │ │ │ ├── d3viz │ │ │ │ ├── css │ │ │ │ │ ├── d3-context-menu.css │ │ │ │ │ └── d3viz.css │ │ │ │ └── js │ │ │ │ │ ├── d3-context-menu.js │ │ │ │ │ ├── d3.v3.min.js │ │ │ │ │ ├── d3viz.js │ │ │ │ │ ├── dagre-d3.min.js │ │ │ │ │ └── graphlib-dot.min.js │ │ │ ├── mlp.html │ │ │ ├── mlp.png │ │ │ ├── mlp2.html │ │ │ ├── mlp2.pdf │ │ │ ├── mlp2.png │ │ │ ├── ofg.html │ │ │ └── ofg2.html │ │ ├── index.ipynb │ │ ├── index.txt │ │ └── index_files │ │ │ ├── index_10_0.png │ │ │ ├── index_11_0.png │ │ │ ├── index_24_0.png │ │ │ └── index_25_0.png │ ├── gof │ │ ├── fgraph.txt │ │ ├── graph.txt │ │ ├── index.txt │ │ ├── toolbox.txt │ │ ├── type.txt │ │ └── utils.txt │ ├── gpuarray │ │ ├── dnn.txt │ │ ├── extra.txt │ │ ├── fft.txt │ │ ├── index.txt │ │ ├── op.txt │ │ ├── plot_fft.png │ │ └── type.txt │ ├── gradient.txt │ ├── index.txt │ ├── misc │ │ └── pkl_utils.txt │ ├── printing.txt │ ├── sandbox │ │ ├── cuda │ │ │ ├── dnn.txt │ │ │ ├── index.txt │ │ │ ├── op.txt │ │ │ ├── type.txt │ │ │ └── var.txt │ │ ├── index.txt │ │ ├── linalg.txt │ │ ├── neighbours.txt │ │ └── rng_mrg.txt │ ├── scalar │ │ └── index.txt │ ├── scan.txt │ ├── sparse │ │ ├── index.txt │ │ └── sandbox.txt │ ├── tensor │ │ ├── basic.txt │ │ ├── bcast.png │ │ ├── bcast.svg │ │ ├── elemwise.txt │ │ ├── extra_ops.txt │ │ ├── fft.txt │ │ ├── index.txt │ │ ├── io.txt │ │ ├── nlinalg.txt │ │ ├── nnet │ │ │ ├── blocksparse.txt │ │ │ ├── bn.txt │ │ │ ├── conv.txt │ │ │ ├── index.txt │ │ │ ├── neighbours.txt │ │ │ ├── nnet.txt │ │ │ └── sigmoid_prec.png │ │ ├── opt.txt │ │ ├── plot_fft.png │ │ ├── raw_random.txt │ │ ├── shared_randomstreams.txt │ │ ├── signal │ │ │ ├── conv.txt │ │ │ ├── downsample.txt │ │ │ ├── index.txt │ │ │ └── pool.txt │ │ ├── slinalg.txt │ │ └── utils.txt │ └── typed_list.txt ├── links.txt ├── nextml2015 │ ├── Makefile │ ├── presentation.tex │ └── theano_grad.png ├── nice_quotes.txt ├── omlw2014 │ ├── Makefile │ ├── logreg.py │ ├── omlw_presentation.pdf │ ├── pr_conv_gemm_profile.png │ ├── presentation.tex │ ├── road-runner-1.jpg │ └── sharing.tex ├── optimizations.txt ├── proposals │ ├── complex_gradient.txt │ ├── conditional.txt │ ├── dp_optimization.txt │ ├── graphical_models.txt │ ├── index.txt │ ├── intermediate_language.txt │ ├── mongodb_cache.txt │ ├── opt_patterns2.txt │ ├── pfunc.txt │ ├── premerge.txt │ └── tensor_attributes.txt ├── pylintrc ├── requirements.inc ├── requirements.txt ├── sandbox │ ├── broadcasting.txt │ ├── ccodegen.txt │ ├── compilation.txt │ ├── debugging_with_stepmode.txt │ ├── elemwise_compiler.txt │ ├── function.txt │ ├── functional.txt │ ├── hosting.txt │ ├── how_to_make_ops.txt │ ├── index.txt │ ├── index2.txt │ ├── interactive_debugger.txt │ ├── logistic_regression_example.txt │ ├── max_gotcha.txt │ ├── performance.txt │ ├── randomnumbers.txt │ ├── rethinkccodegen.txt │ ├── sandbox.txt │ ├── software.txt │ ├── sparse.txt │ └── tensoroptools.txt ├── scripts │ └── docgen.py ├── theano-full.bib ├── theano-short.bib ├── theano_installer_for_anaconda.bat ├── troubleshooting.txt ├── tutorial │ ├── adding.txt │ ├── adding_solution_1.py │ ├── aliasing.txt │ ├── apply.png │ ├── apply.svg │ ├── conditions.txt │ ├── conv_arithmetic.txt │ ├── conv_arithmetic_figures │ │ ├── arbitrary_padding_no_strides.gif │ │ ├── arbitrary_padding_no_strides.pdf │ │ ├── arbitrary_padding_no_strides_transposed.gif │ │ ├── arbitrary_padding_no_strides_transposed.pdf │ │ ├── full_padding_no_strides.gif │ │ ├── full_padding_no_strides.pdf │ │ ├── full_padding_no_strides_transposed.gif │ │ ├── full_padding_no_strides_transposed.pdf │ │ ├── no_padding_no_strides.gif │ │ ├── no_padding_no_strides.pdf │ │ ├── no_padding_no_strides_transposed.gif │ │ ├── no_padding_no_strides_transposed.pdf │ │ ├── no_padding_strides.gif │ │ ├── no_padding_strides.pdf │ │ ├── no_padding_strides_transposed.gif │ │ ├── no_padding_strides_transposed.pdf │ │ ├── numerical_no_padding_no_strides.gif │ │ ├── numerical_no_padding_no_strides.pdf │ │ ├── numerical_padding_strides.gif │ │ ├── numerical_padding_strides.pdf │ │ ├── padding_strides.gif │ │ ├── padding_strides.pdf │ │ ├── padding_strides_odd.gif │ │ ├── padding_strides_odd.pdf │ │ ├── padding_strides_odd_transposed.gif │ │ ├── padding_strides_odd_transposed.pdf │ │ ├── padding_strides_transposed.gif │ │ ├── padding_strides_transposed.pdf │ │ ├── same_padding_no_strides.gif │ │ ├── same_padding_no_strides.pdf │ │ ├── same_padding_no_strides_transposed.gif │ │ └── same_padding_no_strides_transposed.pdf │ ├── debug_faq.txt │ ├── dlogistic.png │ ├── examples.txt │ ├── extending_theano.txt │ ├── extending_theano_c.txt │ ├── faq_tutorial.txt │ ├── gpu_data_convert.txt │ ├── gradients.txt │ ├── index.txt │ ├── loading_and_saving.txt │ ├── logistic.gp │ ├── logistic.png │ ├── loop.txt │ ├── loop_solution_1.py │ ├── modes.txt │ ├── modes_solution_1.py │ ├── multi_cores.txt │ ├── nan_tutorial.txt │ ├── numpy.txt │ ├── pics │ │ ├── d3viz.png │ │ ├── logreg_pydotprint_predict.png │ │ ├── logreg_pydotprint_prediction.png │ │ └── logreg_pydotprint_train.png │ ├── printing_drawing.txt │ ├── profiling.txt │ ├── profiling_example.py │ ├── profiling_example_out.prof │ ├── python-memory-management.txt │ ├── python.txt │ ├── shape_info.txt │ ├── sparse.txt │ ├── symbolic_graphs.txt │ ├── using_gpu.txt │ ├── using_gpu_solution_1.py │ └── using_multi_gpu.txt └── updating.txt ├── get_self_contained_mkl.sh ├── requirement-rtd.txt ├── setup.cfg ├── setup.py ├── theano ├── __init__.py ├── compat │ ├── __init__.py │ └── six.py ├── compile │ ├── __init__.py │ ├── builders.py │ ├── debugmode.py │ ├── function.py │ ├── function_module.py │ ├── io.py │ ├── mode.py │ ├── monitormode.py │ ├── nanguardmode.py │ ├── ops.py │ ├── pfunc.py │ ├── profilemode.py │ ├── profiling.py │ ├── sandbox │ │ └── __init__.py │ ├── sharedvalue.py │ └── tests │ │ ├── __init__.py │ │ ├── test_builders.py │ │ ├── test_debugmode.py │ │ ├── test_function.py │ │ ├── test_function_module.py │ │ ├── test_function_name.py │ │ ├── test_misc.py │ │ ├── test_mode.py │ │ ├── test_modes.py │ │ ├── test_monitormode.py │ │ ├── test_nanguardmode.py │ │ ├── test_ops.py │ │ ├── test_pfunc.py │ │ ├── test_profiling.py │ │ └── test_shared.py ├── configdefaults.py ├── configparser.py ├── d3viz │ ├── __init__.py │ ├── css │ │ ├── d3-context-menu.css │ │ └── d3viz.css │ ├── d3viz.py │ ├── formatting.py │ ├── html │ │ └── template.html │ ├── js │ │ ├── d3-context-menu.js │ │ ├── d3.v3.min.js │ │ ├── d3viz.js │ │ ├── dagre-d3.min.js │ │ └── graphlib-dot.min.js │ └── tests │ │ ├── __init__.py │ │ ├── models.py │ │ ├── test_d3viz.py │ │ └── test_formatting.py ├── gof │ ├── __init__.py │ ├── callcache.py │ ├── cc.py │ ├── cmodule.py │ ├── compiledir.py │ ├── compilelock.py │ ├── cutils.py │ ├── destroyhandler.py │ ├── fg.py │ ├── graph.py │ ├── lazylinker_c.c │ ├── lazylinker_c.py │ ├── link.py │ ├── null_type.py │ ├── op.py │ ├── opt.py │ ├── optdb.py │ ├── sandbox │ │ └── typeattr.txt │ ├── sched.py │ ├── tests │ │ ├── __init__.py │ │ ├── test_cc.py │ │ ├── test_cmodule.py │ │ ├── test_compiledir.py │ │ ├── test_compute_test_value.py │ │ ├── test_destroyhandler.py │ │ ├── test_fg.py │ │ ├── test_fg_old_crash.pkl │ │ ├── test_graph.py │ │ ├── test_graph_opt_caching.py │ │ ├── test_lazy.py │ │ ├── test_link.py │ │ ├── test_op.py │ │ ├── test_opt.py │ │ ├── test_optdb.py │ │ ├── test_sched.py │ │ ├── test_toolbox.py │ │ ├── test_types.py │ │ ├── test_utils.py │ │ └── test_vm.py │ ├── theano_mod_helper.h │ ├── toolbox.py │ ├── type.py │ ├── unify.py │ ├── utils.py │ └── vm.py ├── gpuarray │ ├── __init__.py │ ├── basic_ops.py │ ├── blas.py │ ├── blockgemv.c │ ├── blockger.c │ ├── blocksparse.py │ ├── conv_desc.c │ ├── cudnn_helper.h │ ├── dnn.py │ ├── dnn_base.c │ ├── dnn_batchnorm.c │ ├── dnn_batchnorm_base.c │ ├── dnn_batchnorm_grad.c │ ├── dnn_batchnorm_inf.c │ ├── dnn_conv_base.c │ ├── dnn_fwd.c │ ├── dnn_gi.c │ ├── dnn_gw.c │ ├── dnn_pool.c │ ├── dnn_pool_grad.c │ ├── dnn_softmax.c │ ├── dnn_softmax_grad.c │ ├── elemwise.py │ ├── extra_ops.py │ ├── fft.py │ ├── fp16_help.py │ ├── gemm16.c │ ├── gpuarray_helper.h │ ├── kernel_codegen.py │ ├── multinomial.py │ ├── neighbours.py │ ├── nerv.py │ ├── nnet.py │ ├── opt.py │ ├── opt_util.py │ ├── subtensor.py │ ├── tests │ │ ├── GpuArray.pkl │ │ ├── __init__.py │ │ ├── config.py │ │ ├── test_abstractconv.py │ │ ├── test_basic_ops.py │ │ ├── test_blas.py │ │ ├── test_blocksparse.py │ │ ├── test_cgpukernelbase.py │ │ ├── test_dnn.py │ │ ├── test_elemwise.py │ │ ├── test_extra_ops.py │ │ ├── test_fft.py │ │ ├── test_multinomial.py │ │ ├── test_neighbours.py │ │ ├── test_nerv.py │ │ ├── test_nnet.py │ │ ├── test_opt.py │ │ ├── test_pickle.py │ │ ├── test_scan.py │ │ ├── test_subtensor.py │ │ ├── test_type.py │ │ └── tstgpueye.c │ └── type.py ├── gradient.py ├── ifelse.py ├── misc │ ├── __init__.py │ ├── buildbot_filter.py │ ├── check_blas.py │ ├── check_blas_many.sh │ ├── check_duplicate_key.py │ ├── check_multi_gpu.py │ ├── cpucount.py │ ├── cudamat_utils.py │ ├── do_nightly_build │ ├── do_nightly_build_send │ ├── doubleop.py │ ├── elemwise_openmp_speedup.py │ ├── elemwise_time_test.py │ ├── gh_api.py │ ├── gnumpy_utils.py │ ├── hooks │ │ ├── check_whitespace.py │ │ └── reindent.py │ ├── latence_gpu_transfert.py │ ├── may_share_memory.py │ ├── ordered_set.py │ ├── pkl_utils.py │ ├── pycuda_example.py │ ├── pycuda_init.py │ ├── pycuda_utils.py │ ├── safe_asarray.py │ ├── strutil.py │ ├── tests │ │ ├── __init__.py │ │ ├── test_cudamat_utils.py │ │ ├── test_gnumpy_utils.py │ │ ├── test_may_share_memory.py │ │ ├── test_pkl_utils.py │ │ ├── test_pycuda_example.py │ │ ├── test_pycuda_theano_simple.py │ │ └── test_pycuda_utils.py │ └── windows.py ├── printing.py ├── raise_op.py ├── sandbox │ ├── __init__.py │ ├── blocksparse.py │ ├── conv.py │ ├── cuda │ │ ├── GpuConv3D.py │ │ ├── GpuConvGrad3D.py │ │ ├── GpuConvTransp3D.py │ │ ├── __init__.py │ │ ├── basic_ops.py │ │ ├── blas.py │ │ ├── blocksparse.py │ │ ├── cnmem.cpp │ │ ├── cnmem.h │ │ ├── conv.cu │ │ ├── conv_full_kernel.cu │ │ ├── conv_kernel.cu │ │ ├── corr3d_gemm.cu │ │ ├── corr_gemm.cu │ │ ├── cuda_ndarray.cu │ │ ├── cuda_ndarray.cuh │ │ ├── cudnn_helper.h │ │ ├── cula.py │ │ ├── dnn.py │ │ ├── dnn_base.c │ │ ├── dnn_conv_base.c │ │ ├── dnn_fwd.c │ │ ├── dnn_gi.c │ │ ├── dnn_gw.c │ │ ├── elemwise.py │ │ ├── extra_ops.py │ │ ├── fftconv.py │ │ ├── kernel_codegen.py │ │ ├── neighbours.py │ │ ├── nnet.py │ │ ├── nvcc_compiler.py │ │ ├── opt.py │ │ ├── opt_util.py │ │ ├── rng_curand.py │ │ ├── tests │ │ │ ├── CudaNdarray.pkl │ │ │ ├── __init__.py │ │ │ ├── old_pool_interface.pkl │ │ │ ├── test_abstractconv.py │ │ │ ├── test_basic_ops.py │ │ │ ├── test_bench_loopfusion.py │ │ │ ├── test_blas.py │ │ │ ├── test_blocksparse.py │ │ │ ├── test_conv_cuda_ndarray.py │ │ │ ├── test_cuda_ndarray.py │ │ │ ├── test_cula.py │ │ │ ├── test_dnn.py │ │ │ ├── test_driver.py │ │ │ ├── test_extra_ops.py │ │ │ ├── test_fftconv.py │ │ │ ├── test_gemmcorr3d.py │ │ │ ├── test_gradient.py │ │ │ ├── test_memory.py │ │ │ ├── test_mlp.py │ │ │ ├── test_neighbours.py │ │ │ ├── test_nnet.py │ │ │ ├── test_opt.py │ │ │ ├── test_rng_curand.py │ │ │ ├── test_tensor_op.py │ │ │ ├── test_type.py │ │ │ ├── test_var.py │ │ │ ├── test_viewop.py │ │ │ └── walltime.py │ │ ├── type.py │ │ └── var.py │ ├── fourier.py │ ├── gpuarray │ │ └── __init__.py │ ├── linalg │ │ ├── __init__.py │ │ ├── ops.py │ │ └── tests │ │ │ ├── __init__.py │ │ │ └── test_linalg.py │ ├── minimal.py │ ├── mkl │ │ ├── ChangeLogs.txt │ │ ├── __init__.py │ │ ├── basic_ops.py │ │ ├── mkl_bn.py │ │ ├── mkl_concatenate.py │ │ ├── mkl_conv.py │ │ ├── mkl_elemwise.py │ │ ├── mkl_helper.py │ │ ├── mkl_lrn.py │ │ ├── mkl_pool.py │ │ ├── mkl_relu.py │ │ ├── opt.py │ │ └── tests │ │ │ ├── gen_combination_graph.py │ │ │ ├── gen_conv_graph.py │ │ │ ├── gen_lrn_graph.py │ │ │ ├── gen_pool_graph.py │ │ │ ├── gen_relu_graph.py │ │ │ ├── regression.sh │ │ │ ├── test_bn.py │ │ │ ├── test_concatenate.py │ │ │ ├── test_conv.py │ │ │ ├── test_elemwise.py │ │ │ ├── test_lrn.py │ │ │ ├── test_mkl.py │ │ │ ├── test_opt.py │ │ │ ├── test_pool.py │ │ │ └── test_relu.py │ ├── multinomial.py │ ├── neighbours.py │ ├── rng_mrg.py │ ├── samples_MRG31k3p_12_7_5.txt │ ├── softsign.py │ ├── solve.py │ └── tests │ │ ├── __init__.py │ │ ├── multinomial_test_graph.pkl │ │ ├── test_multinomial.py │ │ ├── test_multinomial_wo_replacement.py │ │ └── test_rng_mrg.py ├── scalar │ ├── __init__.py │ ├── basic.py │ ├── basic_scipy.py │ ├── basic_sympy.py │ ├── sharedvar.py │ └── tests │ │ ├── __init__.py │ │ ├── test_basic.py │ │ ├── test_basic_sympy.py │ │ ├── test_div_future.py │ │ └── test_div_no_future.py ├── scan_module │ ├── __init__.py │ ├── numpy_api_changes.diff │ ├── scan.py │ ├── scan_op.py │ ├── scan_opt.py │ ├── scan_perform.c │ ├── scan_perform.pyx │ ├── scan_perform_ext.py │ ├── scan_utils.py │ ├── scan_views.py │ └── tests │ │ ├── __init__.py │ │ ├── inconsistent_scan.pkl │ │ ├── test_scan.py │ │ ├── test_scan_opt.py │ │ └── test_scan_utils.py ├── sparse │ ├── __init__.py │ ├── basic.py │ ├── opt.py │ ├── sandbox │ │ ├── __init__.py │ │ ├── sp.py │ │ ├── sp2.py │ │ ├── test_sp.py │ │ └── truedot.py │ ├── sharedvar.py │ ├── tests │ │ ├── __init__.py │ │ ├── test_basic.py │ │ ├── test_opt.py │ │ ├── test_sp2.py │ │ ├── test_type.py │ │ └── test_utils.py │ ├── type.py │ └── utils.py ├── tensor │ ├── __init__.py │ ├── basic.py │ ├── blas.py │ ├── blas_c.py │ ├── blas_headers.py │ ├── blas_scipy.py │ ├── elemwise.py │ ├── elemwise_cgen.py │ ├── extra_ops.py │ ├── fft.py │ ├── fourier.py │ ├── inplace.py │ ├── io.py │ ├── nlinalg.py │ ├── nnet │ │ ├── Conv3D.py │ │ ├── ConvGrad3D.py │ │ ├── ConvTransp3D.py │ │ ├── __init__.py │ │ ├── abstract_conv.py │ │ ├── blocksparse.py │ │ ├── bn.py │ │ ├── conv.py │ │ ├── conv3d2d.py │ │ ├── corr.py │ │ ├── corr_gemm.c │ │ ├── lrn.py │ │ ├── neighbours.py │ │ ├── nnet.py │ │ ├── opt.py │ │ ├── sigm.py │ │ └── tests │ │ │ ├── __init__.py │ │ │ ├── speed_test_conv.py │ │ │ ├── test_abstract_conv.py │ │ │ ├── test_blocksparse.py │ │ │ ├── test_bn.py │ │ │ ├── test_conv.py │ │ │ ├── test_conv3d.py │ │ │ ├── test_conv3d2d.py │ │ │ ├── test_corr.py │ │ │ ├── test_neighbours.py │ │ │ ├── test_nnet.py │ │ │ ├── test_opt.py │ │ │ └── test_sigm.py │ ├── opt.py │ ├── opt_uncanonicalize.py │ ├── raw_random.py │ ├── shared_randomstreams.py │ ├── sharedvar.py │ ├── signal │ │ ├── __init__.py │ │ ├── conv.py │ │ ├── pool.py │ │ └── tests │ │ │ ├── __init__.py │ │ │ ├── old_pool_interface.pkl │ │ │ ├── test_conv.py │ │ │ └── test_pool.py │ ├── slinalg.py │ ├── sort.py │ ├── subtensor.py │ ├── tests │ │ ├── __init__.py │ │ ├── _test_mpi_roundtrip.py │ │ ├── mlp_test.py │ │ ├── shape_opt_cycle.pkl │ │ ├── test_basic.py │ │ ├── test_blas.py │ │ ├── test_blas_c.py │ │ ├── test_blas_scipy.py │ │ ├── test_casting.py │ │ ├── test_complex.py │ │ ├── test_elemwise.py │ │ ├── test_extra_ops.py │ │ ├── test_fft.py │ │ ├── test_fourier.py │ │ ├── test_gc.py │ │ ├── test_inc_subtensor.py │ │ ├── test_io.py │ │ ├── test_keepdims.py │ │ ├── test_merge.py │ │ ├── test_misc.py │ │ ├── test_mpi.py │ │ ├── test_nlinalg.py │ │ ├── test_opt.py │ │ ├── test_opt_uncanonicalize.py │ │ ├── test_raw_random.py │ │ ├── test_shared_randomstreams.py │ │ ├── test_sharedvar.py │ │ ├── test_slinalg.py │ │ ├── test_sort.py │ │ ├── test_subtensor.py │ │ ├── test_type_other.py │ │ ├── test_utils.py │ │ ├── test_var.py │ │ └── test_xlogx.py │ ├── type.py │ ├── type_other.py │ ├── utils.py │ ├── var.py │ └── xlogx.py ├── tests │ ├── __init__.py │ ├── breakpoint.py │ ├── disturb_mem.py │ ├── diverse_tests.py │ ├── main.py │ ├── record.py │ ├── run_tests_in_batch.py │ ├── test_2nd_order_grads.py │ ├── test_breakpoint.py │ ├── test_config.py │ ├── test_determinism.py │ ├── test_dictionary_output.py │ ├── test_flake8.py │ ├── test_gradient.py │ ├── test_ifelse.py │ ├── test_pickle_unpickle_theano_fn.py │ ├── test_printing.py │ ├── test_record.py │ ├── test_rop.py │ ├── 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