{"last_node_id":35,"last_link_id":30,"nodes":[{"id":18,"type":"PtFloatCreate","pos":[2421.7119140625,2536.761962890625],"size":[210,76],"flags":{},"order":0,"mode":0,"inputs":[],"outputs":[{"name":"TENSOR","type":"TENSOR","links":[17],"slot_index":0}],"properties":{"Node name for S&R":"PtFloatCreate"},"widgets_values":["5"]},{"id":22,"type":"PandasHorizontalConcat","pos":[3513.65576171875,1898.435302734375],"size":[219.87892150878906,80.06787109375],"flags":{},"order":18,"mode":0,"inputs":[{"name":"a_dataframe","type":"DATAFRAME","link":23},{"name":"b_dataframe","type":"DATAFRAME","link":24}],"outputs":[{"name":"DATAFRAME","type":"DATAFRAME","links":[25,26],"slot_index":0}],"properties":{"Node name for S&R":"PandasHorizontalConcat"},"widgets_values":[true]},{"id":24,"type":"PreviewImage","pos":[4241.6123046875,1893.748779296875],"size":[708.0863037109375,877.3831787109375],"flags":{},"order":21,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":27}],"outputs":[],"properties":{"Node name for S&R":"PreviewImage"}},{"id":20,"type":"SNSScatter","pos":[3812.416748046875,1897.8026123046875],"size":[315,250],"flags":{},"order":19,"mode":0,"inputs":[{"name":"dataframe","type":"DATAFRAME","link":25}],"outputs":[{"name":"IMAGE","type":"IMAGE","links":[27],"slot_index":0}],"properties":{"Node name for S&R":"SNSScatter"},"widgets_values":["0","1","Linear regression data","x","y","",false,"",""]},{"id":21,"type":"PandasShowDataFrame","pos":[3815.650634765625,2223.204345703125],"size":[311.7101745605469,246.7060546875],"flags":{},"order":20,"mode":0,"inputs":[{"name":"dataframe","type":"DATAFRAME","link":26}],"outputs":[{"name":"STRING","type":"STRING","links":null,"shape":6}],"properties":{"Node name for S&R":"PandasShowDataFrame"},"widgets_values":[" 0 1\n0 -10.0 -7.978490\n1 -9.9 -20.898081\n2 -9.8 -8.654678\n3 -9.7 -16.395887\n4 -9.6 -23.496311\n.. ... ...\n195 9.5 17.094564\n196 9.6 27.086693\n197 9.7 22.323931\n198 9.8 19.835020\n199 9.9 23.677130\n\n[200 rows x 2 columns]"]},{"id":11,"type":"PtMul","pos":[2431.72021484375,1969.7384033203125],"size":[210,46],"flags":{},"order":12,"mode":0,"inputs":[{"name":"tens_a","type":"TENSOR","link":10},{"name":"tens_b","type":"TENSOR","link":11}],"outputs":[{"name":"TENSOR","type":"TENSOR","links":[28],"slot_index":0}],"properties":{"Node name for S&R":"PtMul"},"widgets_values":[]},{"id":12,"type":"PtFloatCreate","pos":[2428.683837890625,2065.244873046875],"size":[210,76],"flags":{},"order":1,"mode":0,"inputs":[],"outputs":[{"name":"TENSOR","type":"TENSOR","links":[11],"slot_index":0}],"properties":{"Node name for S&R":"PtFloatCreate"},"widgets_values":["2"]},{"id":14,"type":"PtFloatCreate","pos":[2701.57568359375,2069.322265625],"size":[210,76],"flags":{},"order":2,"mode":0,"inputs":[],"outputs":[{"name":"TENSOR","type":"TENSOR","links":[29],"slot_index":0}],"properties":{"Node name for S&R":"PtFloatCreate"},"widgets_values":["5"]},{"id":25,"type":"PtAdd","pos":[2702.57763671875,1973.42431640625],"size":[210,46],"flags":{},"order":15,"mode":0,"inputs":[{"name":"tens_a","type":"TENSOR","link":28,"localized_name":"tens_a"},{"name":"tens_b","type":"TENSOR","link":29,"localized_name":"tens_b"}],"outputs":[{"name":"TENSOR","type":"TENSOR","links":[30],"localized_name":"TENSOR"}],"properties":{"Node name for S&R":"PtAdd"}},{"id":16,"type":"PtAdd","pos":[2971.2314453125,1975.4918212890625],"size":[210,46],"flags":{},"order":16,"mode":0,"inputs":[{"name":"tens_a","type":"TENSOR","link":30},{"name":"tens_b","type":"TENSOR","link":18}],"outputs":[{"name":"TENSOR","type":"TENSOR","links":[19],"slot_index":0}],"properties":{"Node name for S&R":"PtAdd"}},{"id":19,"type":"PandasCreateFromTensor","pos":[3225.404296875,1973.4239501953125],"size":[229.67843627929688,32.88075256347656],"flags":{},"order":17,"mode":0,"inputs":[{"name":"tens","type":"TENSOR","link":19}],"outputs":[{"name":"DATAFRAME","type":"DATAFRAME","links":[24],"slot_index":0}],"properties":{"Node name for S&R":"PandasCreateFromTensor"}},{"id":30,"type":"Note","pos":[2705.520751953125,1849.6453857421875],"size":[140,60],"flags":{},"order":3,"mode":0,"inputs":[],"outputs":[],"properties":{},"widgets_values":["y = x * 2 + 5"],"color":"#432","bgcolor":"#653"},{"id":10,"type":"PtArange","pos":[2026.09375,1685.531982421875],"size":[315,130],"flags":{},"order":4,"mode":0,"inputs":[],"outputs":[{"name":"TENSOR","type":"TENSOR","links":[10,22],"slot_index":0}],"properties":{"Node name for S&R":"PtArange"},"widgets_values":["-10","10","0.1","float32"]},{"id":23,"type":"PandasCreateFromTensor","pos":[3229.68212890625,1687.1087646484375],"size":[210,37.259437561035156],"flags":{},"order":13,"mode":0,"inputs":[{"name":"tens","type":"TENSOR","link":22}],"outputs":[{"name":"DATAFRAME","type":"DATAFRAME","links":[23],"slot_index":0}],"properties":{"Node name for S&R":"PandasCreateFromTensor"}},{"id":29,"type":"Note","pos":[2438.76806640625,1849.6453857421875],"size":[140,60],"flags":{},"order":5,"mode":0,"inputs":[],"outputs":[],"properties":{},"widgets_values":["y = x * 2"],"color":"#432","bgcolor":"#653"},{"id":31,"type":"Note","pos":[2974.888916015625,1849.6453857421875],"size":[210,62.56344985961914],"flags":{},"order":6,"mode":0,"inputs":[],"outputs":[],"properties":{},"widgets_values":["y = x * 2 + 5 + 5N"],"color":"#432","bgcolor":"#653"},{"id":15,"type":"PtRandn","pos":[2421.7119140625,2373.174072265625],"size":[210,100],"flags":{},"order":7,"mode":0,"inputs":[],"outputs":[{"name":"TENSOR","type":"TENSOR","links":[16],"slot_index":0}],"properties":{"Node name for S&R":"PtRandn"},"widgets_values":["(200,)","float32"]},{"id":32,"type":"Note","pos":[2421.75927734375,2255.706787109375],"size":[210,62.56344985961914],"flags":{},"order":8,"mode":0,"inputs":[],"outputs":[],"properties":{},"widgets_values":["Generate noise: 5N"],"color":"#432","bgcolor":"#653"},{"id":17,"type":"PtMul","pos":[2676.08837890625,2463.640869140625],"size":[210,46],"flags":{},"order":14,"mode":0,"inputs":[{"name":"tens_a","type":"TENSOR","link":16},{"name":"tens_b","type":"TENSOR","link":17}],"outputs":[{"name":"TENSOR","type":"TENSOR","links":[18],"slot_index":0}],"properties":{"Node name for S&R":"PtMul"}},{"id":34,"type":"Note","pos":[3226.182861328125,1854.1197509765625],"size":[210,62.56344985961914],"flags":{},"order":9,"mode":0,"inputs":[],"outputs":[],"properties":{},"widgets_values":["y"],"color":"#432","bgcolor":"#653"},{"id":33,"type":"Note","pos":[3228.68408203125,1577.637939453125],"size":[210,62.56344985961914],"flags":{},"order":10,"mode":0,"inputs":[],"outputs":[],"properties":{},"widgets_values":["x"],"color":"#432","bgcolor":"#653"},{"id":35,"type":"MarkdownNote","pos":[2027.58447265625,1470.28125],"size":[639.1666259765625,69.1666259765625],"flags":{},"order":11,"mode":0,"inputs":[],"outputs":[],"properties":{},"widgets_values":["# Install ComfyUI-Data-Analysis extension to run this workflow"],"color":"#322","bgcolor":"#533"}],"links":[[10,10,0,11,0,"TENSOR"],[11,12,0,11,1,"TENSOR"],[16,15,0,17,0,"TENSOR"],[17,18,0,17,1,"TENSOR"],[18,17,0,16,1,"TENSOR"],[19,16,0,19,0,"TENSOR"],[22,10,0,23,0,"TENSOR"],[23,23,0,22,0,"DATAFRAME"],[24,19,0,22,1,"DATAFRAME"],[25,22,0,20,0,"DATAFRAME"],[26,22,0,21,0,"DATAFRAME"],[27,20,0,24,0,"IMAGE"],[28,11,0,25,0,"TENSOR"],[29,14,0,25,1,"TENSOR"],[30,25,0,16,0,"TENSOR"]],"groups":[],"config":{},"extra":{"ds":{"scale":1,"offset":[-1873.6998218852477,-1032.1097643012154]},"node_versions":{"pt-wrapper":"7fa7a82a1d9a69ce1191594167f79f0aa2a992e9","data-analysis":"bde4a07755390554f858e0b8fd8554a3123a6612","comfy-core":"v0.3.10-40-gd0f3752"},"ue_links":[]},"version":0.4}