Patrick Ramos
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Update README.md
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README.md
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@@ -5,3085 +5,11 @@ tags:
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- sklearn
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1918 |
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1920 |
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1931 |
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1932 |
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1933 |
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1934 |
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1935 |
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1936 |
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1937 |
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1938 |
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1939 |
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1940 |
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1941 |
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1943 |
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1944 |
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1945 |
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1947 |
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1949 |
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1951 |
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1955 |
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1956 |
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1957 |
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1959 |
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1960 |
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1963 |
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1964 |
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1966 |
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1967 |
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1968 |
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1969 |
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1970 |
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1971 |
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1972 |
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1973 |
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1974 |
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1975 |
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1976 |
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1977 |
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1978 |
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1979 |
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1980 |
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1981 |
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1982 |
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1983 |
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1984 |
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1985 |
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1986 |
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1987 |
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1988 |
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1989 |
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1990 |
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1991 |
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1992 |
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1993 |
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1995 |
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1996 |
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1997 |
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1999 |
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2000 |
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2001 |
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2002 |
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2003 |
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2004 |
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2005 |
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2006 |
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2790 |
-
x724:
|
2791 |
-
- -231.6143798828125
|
2792 |
-
- -324.8052062988281
|
2793 |
-
- -292.1265869140625
|
2794 |
-
x725:
|
2795 |
-
- -132.25531005859375
|
2796 |
-
- -70.16522979736328
|
2797 |
-
- -89.62308502197266
|
2798 |
-
x726:
|
2799 |
-
- 189.1121826171875
|
2800 |
-
- 17.127397537231445
|
2801 |
-
- -1.539257287979126
|
2802 |
-
x727:
|
2803 |
-
- -229.31826782226562
|
2804 |
-
- -129.99725341796875
|
2805 |
-
- -157.75531005859375
|
2806 |
-
x728:
|
2807 |
-
- 188.63067626953125
|
2808 |
-
- 266.0802001953125
|
2809 |
-
- -57.45915222167969
|
2810 |
-
x729:
|
2811 |
-
- -210.069580078125
|
2812 |
-
- -128.06944274902344
|
2813 |
-
- 38.58859634399414
|
2814 |
-
x73:
|
2815 |
-
- 175.69737243652344
|
2816 |
-
- 275.3868713378906
|
2817 |
-
- -21.577468872070312
|
2818 |
-
x730:
|
2819 |
-
- -47.65168380737305
|
2820 |
-
- 104.69294738769531
|
2821 |
-
- 217.87448120117188
|
2822 |
-
x731:
|
2823 |
-
- 173.42250061035156
|
2824 |
-
- 135.52708435058594
|
2825 |
-
- -3.508989095687866
|
2826 |
-
x732:
|
2827 |
-
- 20.373228073120117
|
2828 |
-
- -108.40935516357422
|
2829 |
-
- -101.29525756835938
|
2830 |
-
x733:
|
2831 |
-
- -197.66163635253906
|
2832 |
-
- -9.974787712097168
|
2833 |
-
- -145.58084106445312
|
2834 |
-
x734:
|
2835 |
-
- 72.4363784790039
|
2836 |
-
- -56.35515213012695
|
2837 |
-
- 70.46492767333984
|
2838 |
-
x735:
|
2839 |
-
- 4.479650497436523
|
2840 |
-
- 132.00718688964844
|
2841 |
-
- 35.80643081665039
|
2842 |
-
x736:
|
2843 |
-
- 189.64234924316406
|
2844 |
-
- 361.555419921875
|
2845 |
-
- 341.6929626464844
|
2846 |
-
x737:
|
2847 |
-
- -93.71675109863281
|
2848 |
-
- -87.58773040771484
|
2849 |
-
- 4.826536178588867
|
2850 |
-
x738:
|
2851 |
-
- -190.01821899414062
|
2852 |
-
- -160.69998168945312
|
2853 |
-
- -89.75617218017578
|
2854 |
-
x739:
|
2855 |
-
- -83.31824493408203
|
2856 |
-
- 2.8113973140716553
|
2857 |
-
- 162.26779174804688
|
2858 |
-
x74:
|
2859 |
-
- -80.54053497314453
|
2860 |
-
- -40.521568298339844
|
2861 |
-
- 25.291818618774414
|
2862 |
-
x740:
|
2863 |
-
- -145.78919982910156
|
2864 |
-
- 139.71804809570312
|
2865 |
-
- -28.67115020751953
|
2866 |
-
x741:
|
2867 |
-
- 104.49485778808594
|
2868 |
-
- 48.52495574951172
|
2869 |
-
- 115.96012878417969
|
2870 |
-
x742:
|
2871 |
-
- -213.03793334960938
|
2872 |
-
- -27.357276916503906
|
2873 |
-
- 351.44378662109375
|
2874 |
-
x743:
|
2875 |
-
- -199.0380401611328
|
2876 |
-
- -120.34748840332031
|
2877 |
-
- 69.05632019042969
|
2878 |
-
x744:
|
2879 |
-
- -177.94996643066406
|
2880 |
-
- -70.7802505493164
|
2881 |
-
- -107.2957763671875
|
2882 |
-
x745:
|
2883 |
-
- -36.419857025146484
|
2884 |
-
- 193.0153045654297
|
2885 |
-
- 137.16665649414062
|
2886 |
-
x746:
|
2887 |
-
- -12.28804874420166
|
2888 |
-
- -42.6662712097168
|
2889 |
-
- 20.80953025817871
|
2890 |
-
x747:
|
2891 |
-
- -134.94171142578125
|
2892 |
-
- -167.24513244628906
|
2893 |
-
- -183.57479858398438
|
2894 |
-
x748:
|
2895 |
-
- 107.73046875
|
2896 |
-
- 273.21649169921875
|
2897 |
-
- -96.36628723144531
|
2898 |
-
x749:
|
2899 |
-
- 43.97798538208008
|
2900 |
-
- 2.388488531112671
|
2901 |
-
- -213.94854736328125
|
2902 |
-
x75:
|
2903 |
-
- -106.70271301269531
|
2904 |
-
- -81.6500015258789
|
2905 |
-
- 115.80035400390625
|
2906 |
-
x750:
|
2907 |
-
- 35.79463195800781
|
2908 |
-
- 156.4427490234375
|
2909 |
-
- 40.56281280517578
|
2910 |
-
x751:
|
2911 |
-
- -20.373424530029297
|
2912 |
-
- 100.80524444580078
|
2913 |
-
- -38.84878921508789
|
2914 |
-
x752:
|
2915 |
-
- 57.33595657348633
|
2916 |
-
- -49.75637435913086
|
2917 |
-
- 34.88351058959961
|
2918 |
-
x753:
|
2919 |
-
- 50.879032135009766
|
2920 |
-
- -46.815879821777344
|
2921 |
-
- 57.975624084472656
|
2922 |
-
x754:
|
2923 |
-
- 64.99015045166016
|
2924 |
-
- -25.03919792175293
|
2925 |
-
- 80.38043212890625
|
2926 |
-
x755:
|
2927 |
-
- 142.12071228027344
|
2928 |
-
- 82.03451538085938
|
2929 |
-
- -91.34004211425781
|
2930 |
-
x756:
|
2931 |
-
- -436.97576904296875
|
2932 |
-
- -328.96612548828125
|
2933 |
-
- -19.217315673828125
|
2934 |
-
x757:
|
2935 |
-
- 66.59776306152344
|
2936 |
-
- 180.04046630859375
|
2937 |
-
- 232.33038330078125
|
2938 |
-
x758:
|
2939 |
-
- 69.10974884033203
|
2940 |
-
- -128.27593994140625
|
2941 |
-
- -297.98077392578125
|
2942 |
-
x759:
|
2943 |
-
- 29.07972526550293
|
2944 |
-
- 1.0212483406066895
|
2945 |
-
- 36.89173126220703
|
2946 |
-
x76:
|
2947 |
-
- -215.011474609375
|
2948 |
-
- -71.67353057861328
|
2949 |
-
- -28.108219146728516
|
2950 |
-
x760:
|
2951 |
-
- 81.1824951171875
|
2952 |
-
- 126.82516479492188
|
2953 |
-
- 76.0630111694336
|
2954 |
-
x761:
|
2955 |
-
- -4.700450897216797
|
2956 |
-
- 42.2842903137207
|
2957 |
-
- -77.90031433105469
|
2958 |
-
x762:
|
2959 |
-
- 80.2769775390625
|
2960 |
-
- 87.58055114746094
|
2961 |
-
- -46.89378356933594
|
2962 |
-
x763:
|
2963 |
-
- 51.62791061401367
|
2964 |
-
- -172.67198181152344
|
2965 |
-
- -68.35027313232422
|
2966 |
-
x764:
|
2967 |
-
- 22.44717025756836
|
2968 |
-
- 131.33363342285156
|
2969 |
-
- -21.010005950927734
|
2970 |
-
x765:
|
2971 |
-
- -44.869407653808594
|
2972 |
-
- 53.695770263671875
|
2973 |
-
- 84.06168365478516
|
2974 |
-
x766:
|
2975 |
-
- 174.69667053222656
|
2976 |
-
- 121.18221282958984
|
2977 |
-
- -43.62939453125
|
2978 |
-
x767:
|
2979 |
-
- -72.56004333496094
|
2980 |
-
- 98.35869598388672
|
2981 |
-
- -0.7854980230331421
|
2982 |
-
x77:
|
2983 |
-
- 243.4672393798828
|
2984 |
-
- 88.38374328613281
|
2985 |
-
- 205.984619140625
|
2986 |
-
x78:
|
2987 |
-
- 83.30753326416016
|
2988 |
-
- 161.13699340820312
|
2989 |
-
- -11.831014633178711
|
2990 |
-
x79:
|
2991 |
-
- -44.88099670410156
|
2992 |
-
- -62.08538818359375
|
2993 |
-
- 53.930580139160156
|
2994 |
-
x8:
|
2995 |
-
- -118.7801742553711
|
2996 |
-
- 10.132547378540039
|
2997 |
-
- 3.482426643371582
|
2998 |
-
x80:
|
2999 |
-
- -28.266159057617188
|
3000 |
-
- -79.180419921875
|
3001 |
-
- -166.76441955566406
|
3002 |
-
x81:
|
3003 |
-
- -162.40200805664062
|
3004 |
-
- -216.6323699951172
|
3005 |
-
- -95.37869262695312
|
3006 |
-
x82:
|
3007 |
-
- -87.60802459716797
|
3008 |
-
- -53.5180549621582
|
3009 |
-
- -28.746234893798828
|
3010 |
-
x83:
|
3011 |
-
- 28.95211410522461
|
3012 |
-
- 191.66775512695312
|
3013 |
-
- 13.312965393066406
|
3014 |
-
x84:
|
3015 |
-
- -13.963963508605957
|
3016 |
-
- 1.0276062488555908
|
3017 |
-
- -14.534048080444336
|
3018 |
-
x85:
|
3019 |
-
- 89.14657592773438
|
3020 |
-
- 35.36164093017578
|
3021 |
-
- 115.78336334228516
|
3022 |
-
x86:
|
3023 |
-
- 34.07592010498047
|
3024 |
-
- -11.335180282592773
|
3025 |
-
- 48.60051727294922
|
3026 |
-
x87:
|
3027 |
-
- -30.359296798706055
|
3028 |
-
- -0.5991421937942505
|
3029 |
-
- -263.8870544433594
|
3030 |
-
x88:
|
3031 |
-
- 100.21190643310547
|
3032 |
-
- 75.47013092041016
|
3033 |
-
- 69.61760711669922
|
3034 |
-
x89:
|
3035 |
-
- -65.47643280029297
|
3036 |
-
- 68.44738006591797
|
3037 |
-
- 14.819377899169922
|
3038 |
-
x9:
|
3039 |
-
- -9.864272117614746
|
3040 |
-
- -149.0952911376953
|
3041 |
-
- -213.84523010253906
|
3042 |
-
x90:
|
3043 |
-
- 176.27035522460938
|
3044 |
-
- 15.37845230102539
|
3045 |
-
- 187.3133544921875
|
3046 |
-
x91:
|
3047 |
-
- 56.774513244628906
|
3048 |
-
- 53.68302536010742
|
3049 |
-
- -153.19371032714844
|
3050 |
-
x92:
|
3051 |
-
- -48.95733642578125
|
3052 |
-
- -32.487388610839844
|
3053 |
-
- -115.18814849853516
|
3054 |
-
x93:
|
3055 |
-
- -90.28424072265625
|
3056 |
-
- -297.7729187011719
|
3057 |
-
- -135.5264892578125
|
3058 |
-
x94:
|
3059 |
-
- 116.05641174316406
|
3060 |
-
- 38.10196304321289
|
3061 |
-
- -67.69180297851562
|
3062 |
-
x95:
|
3063 |
-
- -151.86175537109375
|
3064 |
-
- 5.361629009246826
|
3065 |
-
- -40.001705169677734
|
3066 |
-
x96:
|
3067 |
-
- 51.011051177978516
|
3068 |
-
- 57.555660247802734
|
3069 |
-
- 79.04415893554688
|
3070 |
-
x97:
|
3071 |
-
- -89.53385162353516
|
3072 |
-
- 9.301156997680664
|
3073 |
-
- -44.28565216064453
|
3074 |
-
x98:
|
3075 |
-
- 126.8833236694336
|
3076 |
-
- 77.87224578857422
|
3077 |
-
- 91.01335906982422
|
3078 |
-
x99:
|
3079 |
-
- 209.15476989746094
|
3080 |
-
- 210.1334228515625
|
3081 |
-
- -47.24432373046875
|
3082 |
---
|
3083 |
|
3084 |
# Model description
|
3085 |
|
3086 |
-
This is a LogisticRegressionCV model trained on averages of patch embeddings from the Imagenette dataset. This forms the GAM of an [Emb-GAM](https://arxiv.org/abs/2209.11799) extended to images. Patch embeddings are meant to be extracted with the [`google/vit-base-patch16-224`
|
3087 |
|
3088 |
## Intended uses & limitations
|
3089 |
|
|
|
5 |
- sklearn
|
6 |
- skops
|
7 |
- tabular-classification
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---
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# Model description
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+
This is a LogisticRegressionCV model trained on averages of patch embeddings from the Imagenette dataset. This forms the GAM of an [Emb-GAM](https://arxiv.org/abs/2209.11799) extended to images. Patch embeddings are meant to be extracted with the [`google/vit-base-patch16-224` ViT checkpoint](https://huggingface.co/google/vit-base-patch16-224).
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## Intended uses & limitations
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