[{"title":"( 85 个子文件 97KB ) 机器学习的优化程序库,用Python实现了梯度下降、LBFGS、rmsprop、adadelta 等算法。","children":[{"title":"climin-master","children":[{"title":"requirements.txt <span style='color:#111;'> 39B </span>","children":null,"spread":false},{"title":"climin.pyproj <span style='color:#111;'> 3.31KB </span>","children":null,"spread":false},{"title":"examples","children":[{"title":"stop_iterations.py <span style='color:#111;'> 740B </span>","children":null,"spread":false},{"title":"stop_converged.py <span style='color:#111;'> 726B </span>","children":null,"spread":false},{"title":"lr.py <span style='color:#111;'> 2.84KB </span>","children":null,"spread":false},{"title":"stop_timeelapsed.py <span style='color:#111;'> 645B </span>","children":null,"spread":false},{"title":"stop_criterions.py <span style='color:#111;'> 4.17KB </span>","children":null,"spread":false}],"spread":true},{"title":".travis.yml <span style='color:#111;'> 419B </span>","children":null,"spread":false},{"title":"LICENSE <span style='color:#111;'> 1.72KB </span>","children":null,"spread":false},{"title":"test","children":[{"title":"test_initialize.py <span style='color:#111;'> 1.61KB </span>","children":null,"spread":false},{"title":"test_smd.py <span style='color:#111;'> 1.06KB </span>","children":null,"spread":false},{"title":"test_gd.py <span style='color:#111;'> 2.31KB </span>","children":null,"spread":false},{"title":"test_sbfgs.py <span style='color:#111;'> 912B </span>","children":null,"spread":false},{"title":"test_asgd.py <span style='color:#111;'> 941B </span>","children":null,"spread":false},{"title":"test_util.py <span style='color:#111;'> 1.71KB </span>","children":null,"spread":false},{"title":"test_stops.py <span style='color:#111;'> 1.18KB </span>","children":null,"spread":false},{"title":"test_linesearch.py <span style='color:#111;'> 1.23KB </span>","children":null,"spread":false},{"title":"test_ncg.py <span style='color:#111;'> 938B </span>","children":null,"spread":false},{"title":"test_rmsprop.py <span style='color:#111;'> 802B </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"test_adadelta.py <span style='color:#111;'> 724B </span>","children":null,"spread":false},{"title":"losses.py <span style='color:#111;'> 3.50KB </span>","children":null,"spread":false},{"title":"test_cg.py <span style='color:#111;'> 1.11KB </span>","children":null,"spread":false},{"title":"test_nes.py <span style='color:#111;'> 888B </span>","children":null,"spread":false},{"title":"test_rprop.py <span style='color:#111;'> 1.35KB </span>","children":null,"spread":false},{"title":"test_lbfgs.py <span style='color:#111;'> 871B </span>","children":null,"spread":false},{"title":"test_bfgs.py <span style='color:#111;'> 905B </span>","children":null,"spread":false},{"title":"common.py <span style='color:#111;'> 882B </span>","children":null,"spread":false}],"spread":false},{"title":"climin","children":[{"title":"stops","children":[{"title":"stops.py <span style='color:#111;'> 10.22KB </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 361B </span>","children":null,"spread":false}],"spread":true},{"title":"bfgs.py <span style='color:#111;'> 14.47KB </span>","children":null,"spread":false},{"title":"util.py <span style='color:#111;'> 13.58KB </span>","children":null,"spread":false},{"title":"compat.py <span style='color:#111;'> 328B </span>","children":null,"spread":false},{"title":"base.py <span style='color:#111;'> 2.46KB </span>","children":null,"spread":false},{"title":"initialize.py <span style='color:#111;'> 6.38KB </span>","children":null,"spread":false},{"title":"cg.py <span style='color:#111;'> 11.07KB </span>","children":null,"spread":false},{"title":"gd.py <span style='color:#111;'> 5.94KB </span>","children":null,"spread":false},{"title":"adadelta.py <span style='color:#111;'> 4.46KB </span>","children":null,"spread":false},{"title":"rmsprop.py <span style='color:#111;'> 7.07KB </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 1.60KB </span>","children":null,"spread":false},{"title":"adam.py <span style='color:#111;'> 8.01KB </span>","children":null,"spread":false},{"title":"schedule.py <span style='color:#111;'> 2.75KB </span>","children":null,"spread":false},{"title":"rprop.py <span style='color:#111;'> 4.60KB </span>","children":null,"spread":false},{"title":"linesearch.py <span style='color:#111;'> 27.75KB </span>","children":null,"spread":false},{"title":"mathadapt.py <span style='color:#111;'> 2.74KB </span>","children":null,"spread":false},{"title":"asgd.py <span style='color:#111;'> 2.05KB </span>","children":null,"spread":false},{"title":"nes.py <span style='color:#111;'> 4.52KB </span>","children":null,"spread":false},{"title":"project.py <span style='color:#111;'> 988B </span>","children":null,"spread":false},{"title":"smd.py <span style='color:#111;'> 1.64KB </span>","children":null,"spread":false}],"spread":false},{"title":"setup.py <span style='color:#111;'> 413B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 1.24KB </span>","children":null,"spread":false},{"title":"climin.sln <span style='color:#111;'> 719B </span>","children":null,"spread":false},{"title":"docs","children":[{"title":"source","children":[{"title":"linesearch.rst <span style='color:#111;'> 378B </span>","children":null,"spread":false},{"title":"parameters.rst <span style='color:#111;'> 4.05KB </span>","children":null,"spread":false},{"title":"_themes","children":[{"title":"flask","children":[{"title":"relations.html <span style='color:#111;'> 590B </span>","children":null,"spread":false},{"title":"theme.conf <span style='color:#111;'> 162B </span>","children":null,"spread":false},{"title":"layout.html <span style='color:#111;'> 693B </span>","children":null,"spread":false},{"title":"static","children":[{"title":"flasky.css_t <span style='color:#111;'> 8.85KB </span>","children":null,"spread":false}],"spread":false}],"spread":false},{"title":"flask_small","children":[{"title":"theme.conf <span style='color:#111;'> 184B </span>","children":null,"spread":false},{"title":"layout.html <span style='color:#111;'> 683B </span>","children":null,"spread":false},{"title":"static","children":[{"title":"flasky.css_t <span style='color:#111;'> 4.50KB </span>","children":null,"spread":false}],"spread":false}],"spread":false},{"title":"flask_theme_support.py <span style='color:#111;'> 4.76KB </span>","children":null,"spread":false},{"title":"LICENSE <span style='color:#111;'> 1.75KB </span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'> 22B </span>","children":null,"spread":false},{"title":"README <span style='color:#111;'> 1.07KB </span>","children":null,"spread":false}],"spread":true},{"title":"conf.py <span style='color:#111;'> 7.98KB </span>","children":null,"spread":false},{"title":"bfgs.rst <span style='color:#111;'> 187B </span>","children":null,"spread":false},{"title":"installation.rst <span style='color:#111;'> 586B </span>","children":null,"spread":false},{"title":"schedule.rst <span style='color:#111;'> 237B </span>","children":null,"spread":false},{"title":"adadelta.rst <span style='color:#111;'> 114B </span>","children":null,"spread":false},{"title":"index.rst <span style='color:#111;'> 3.33KB </span>","children":null,"spread":false},{"title":"rprop.rst <span style='color:#111;'> 131B </span>","children":null,"spread":false},{"title":"adam.rst <span style='color:#111;'> 98B </span>","children":null,"spread":false},{"title":"initialize.rst <span style='color:#111;'> 258B </span>","children":null,"spread":false},{"title":"data.rst <span style='color:#111;'> 2.51KB </span>","children":null,"spread":false},{"title":"cg.rst <span style='color:#111;'> 209B </span>","children":null,"spread":false},{"title":"checkpoint.rst <span style='color:#111;'> 2.69KB </span>","children":null,"spread":false},{"title":"manifest.rst <span style='color:#111;'> 2.57KB </span>","children":null,"spread":false},{"title":"gd.rst <span style='color:#111;'> 125B </span>","children":null,"spread":false},{"title":"utilities.rst <span style='color:#111;'> 221B </span>","children":null,"spread":false},{"title":"tutorial.rst <span style='color:#111;'> 10.45KB </span>","children":null,"spread":false},{"title":"rmsprop.rst <span style='color:#111;'> 109B </span>","children":null,"spread":false}],"spread":false},{"title":"make.bat <span style='color:#111;'> 4.99KB </span>","children":null,"spread":false},{"title":"Makefile <span style='color:#111;'> 5.44KB </span>","children":null,"spread":false}],"spread":true},{"title":".gitignore <span style='color:#111;'> 36B </span>","children":null,"spread":false}],"spread":false}],"spread":true}]