Update .gitignore to ignore unnecessary files

.gitattributes

@@ -0,0 +1,5 @@
+*.ai filter=lfs diff=lfs merge=lfs -text
+*.csv filter=lfs diff=lfs merge=lfs -text
+*.keras filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.json filter=lfs diff=lfs merge=lfs -text

.github/workflows/pipeline.yaml

@@ -45,7 +45,9 @@ jobs:
 
       - name: Scraping Yahoo Finance
         if: env.match != 'true'
-        run:  go run scraper.go
+        run: |
+          mkdir datasets
+          go run scraper.go
 
       - name: Install Libraries
         if: env.match != 'true'
@@ -53,26 +55,63 @@ jobs:
 
       - name: Modeling and Training
         if: env.match != 'true'
-        run: python training.py
+        run: |
+          mkdir models
+          mkdir pickles
+          mkdir posttrained
+          python training.py
 
       - name: Set Pipeline Schedule
         if: env.match != 'true'
         run: echo "$(date +'%Y-%m-%d')" > pipeline_schedule.ctl
-
-      - name: Commit changes
+          
+      - name: Zip Posttrained, Models, and Pickles
         if: env.match != 'true'
         run: |
-          git config --local user.email "belajarqywok@gmail.com"
-          git config --local user.name "belajarqywok"
-          git add -A
-          git commit -m "Data Extraction, Training, and Modeling"
+          zip -r models.zip models
+          zip -r pickles.zip pickles
+          zip -r datasets.zip datasets
+          zip -r posttrained.zip posttrained
+
+      - name: Store Datasets to Google Drive 
+        if: env.match != 'true'
+        uses: adityak74/google-drive-upload-git-action@main
+        with:
+          credentials: ${{ secrets.GDRIVE_CRED }}
+          filename: datasets.zip
+          folderId: ${{ secrets.GDRIVE_ID }}
+          name: datasets.zip
+          overwrite: "true"
+          
+      - name: Store Models to Google Drive 
+        if: env.match != 'true'
+        uses: adityak74/google-drive-upload-git-action@main
+        with:
+          credentials: ${{ secrets.GDRIVE_CRED }}
+          filename: models.zip
+          folderId: ${{ secrets.GDRIVE_ID }}
+          name: models.zip
+          overwrite: "true"
+
+      - name: Store Pickles to Google Drive 
+        if: env.match != 'true'
+        uses: adityak74/google-drive-upload-git-action@main
+        with:
+          credentials: ${{ secrets.GDRIVE_CRED }}
+          filename: pickles.zip
+          folderId: ${{ secrets.GDRIVE_ID }}
+          name: pickles.zip
+          overwrite: "true"
 
-      - name: Push changes
+      - name: Store Posttrained to Google Drive 
         if: env.match != 'true'
-        uses: ad-m/github-push-action@master
+        uses: adityak74/google-drive-upload-git-action@main
         with:
-          github_token: ${{ secrets.GH_TOKEN }}
-          branch: main      
+          credentials: ${{ secrets.GDRIVE_CRED }}
+          filename: posttrained.zip
+          folderId: ${{ secrets.GDRIVE_ID }}
+          name: posttrained.zip
+          overwrite: "true"
 
   model_deployment:
     name: Model Deployment

.gitignore

@@ -11,3 +11,9 @@
 # Pycache
 /__pycache__
 /restful/__pycache__
+
+# Temp
+/models
+/pickles
+/datasets
+/posttrained

Dockerfile

@@ -10,4 +10,22 @@ RUN pip install --no-cache-dir --upgrade -r requirements.txt
 
 COPY --chown=user . /app
 
+RUN apt-get update && \
+    apt-get install -y gcc python3-dev gnupg curl
+
+RUN pip install cython
+
+RUN cd /app/restful/cutils && \
+    python setup.py build_ext --inplace && \
+    chmod 777 * && cd ../..
+
+RUN pip install gdown
+
+RUN gdown https://drive.google.com/uc?id=$(cat /run/secrets/MODELS_ID) \
+        -o models.zip && unzip models.zip && rm models.zip && \
+    gdown https://drive.google.com/uc?id=$(cat /run/secrets/PICKLES_ID) \
+        -o pickles.zip && unzip pickles.zip && rm pickles.zip && \
+    gdown https://drive.google.com/uc?id=$(cat /run/secrets/POSTTRAINED_ID) \
+        -o posttrained.zip && unzip posttrained.zip && rm posttrained.zip
+
 CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--workers", "10", "--port", "7860"]

datasets/APT21794-USD.csv

@@ -1,615 +0,0 @@
-Date,Open,High,Low,Close,Adj Close,Volume
-2022-10-19,8.384907,8.552428,6.687963,7.240589,7.240589,1893697459
-2022-10-20,7.265749,7.696688,6.960000,7.360025,7.360025,529639711
-2022-10-21,7.359728,7.655118,7.058326,7.495839,7.495839,538678089
-2022-10-22,7.495905,9.227824,7.355244,8.933971,8.933971,1010096593
-2022-10-23,8.939706,10.246318,8.930175,9.768685,9.768685,1563614567
-2022-10-24,9.766256,9.888622,9.278770,9.530889,9.530889,859797309
-2022-10-25,9.533787,9.550371,8.549746,8.794205,8.794205,750677399
-2022-10-26,8.792165,9.242597,8.641927,9.195348,9.195348,635713216
-2022-10-27,9.198728,9.579330,8.683183,8.699895,8.699895,611107035
-2022-10-28,8.700505,8.792812,7.967001,8.166599,8.166599,559120148
-2022-10-29,8.174667,8.353319,7.757503,7.951610,7.951610,529621532
-2022-10-30,7.948370,8.324141,7.713105,7.826290,7.826290,451802445
-2022-10-31,7.820225,8.185352,7.753749,7.946245,7.946245,345247064
-2022-11-01,7.944374,8.294975,7.828510,8.178029,8.178029,360913949
-2022-11-02,8.177439,8.189684,7.183624,7.375723,7.375723,490408273
-2022-11-03,7.377826,7.542621,7.197602,7.229014,7.229014,228148317
-2022-11-04,7.229114,7.760379,7.171822,7.665324,7.665324,285451797
-2022-11-05,7.662476,7.969794,7.535491,7.630501,7.630501,338772743
-2022-11-06,7.632967,8.208243,7.256994,7.298465,7.298465,451095887
-2022-11-07,7.301366,7.435734,6.877326,6.993259,6.993259,337173352
-2022-11-08,6.994274,7.011284,4.876768,5.371302,5.371302,648703258
-2022-11-09,5.373366,5.376617,3.598537,3.935679,3.935679,491391441
-2022-11-10,3.937291,5.388467,3.877010,5.143031,5.143031,499997318
-2022-11-11,5.142248,5.294585,4.591667,5.136007,5.136007,303074926
-2022-11-12,5.139103,5.146739,4.475489,4.531233,4.531233,137786926
-2022-11-13,4.531831,4.591778,4.158086,4.227582,4.227582,141540550
-2022-11-14,4.227524,4.477468,3.800486,4.184993,4.184993,187926877
-2022-11-15,4.185641,4.682284,4.129245,4.337453,4.337453,193401338
-2022-11-16,4.334215,4.869820,4.182362,4.505821,4.505821,281689115
-2022-11-17,4.505118,4.796280,4.366373,4.666948,4.666948,260154917
-2022-11-18,4.665573,4.894887,4.585598,4.717155,4.717155,169525287
-2022-11-19,4.716076,4.760536,4.530148,4.631549,4.631549,85115298
-2022-11-20,4.630997,4.630997,4.058986,4.094279,4.094279,106295381
-2022-11-21,4.093929,4.139687,3.911287,4.067009,4.067009,141358232
-2022-11-22,4.064152,4.478609,3.886522,4.315392,4.315392,135898407
-2022-11-23,4.315808,4.565363,4.259694,4.441544,4.441544,112618897
-2022-11-24,4.441793,4.684940,4.248232,4.446268,4.446268,128060094
-2022-11-25,4.444154,4.535450,4.276596,4.430447,4.430447,87493032
-2022-11-26,4.430652,4.997946,4.417490,4.768651,4.768651,225885264
-2022-11-27,4.768602,5.009809,4.659962,4.785311,4.785311,137749662
-2022-11-28,4.786100,4.791531,4.349792,4.483099,4.483099,106811395
-2022-11-29,4.482863,4.757835,4.439811,4.677043,4.677043,101113072
-2022-11-30,4.677048,4.852721,4.597007,4.775721,4.775721,91144831
-2022-12-01,4.775816,4.787232,4.601322,4.645681,4.645681,61694938
-2022-12-02,4.645969,5.023750,4.555568,4.910122,4.910122,111016785
-2022-12-03,4.910158,5.237148,4.887016,5.107829,5.107829,172182318
-2022-12-04,5.110246,5.356900,5.084224,5.194817,5.194817,143548505
-2022-12-05,5.192983,5.402006,5.019268,5.161661,5.161661,119079407
-2022-12-06,5.160884,5.394799,4.910220,5.053659,5.053659,102185217
-2022-12-07,5.052581,5.052581,4.736839,4.818020,4.818020,98685739
-2022-12-08,4.818346,4.939714,4.729760,4.921112,4.921112,81153970
-2022-12-09,4.920380,4.940409,4.762989,4.807733,4.807733,49175267
-2022-12-10,4.807720,4.838949,4.768501,4.784294,4.784294,31476781
-2022-12-11,4.782545,4.895095,4.667100,4.673612,4.673612,44380638
-2022-12-12,4.674051,4.700640,4.394217,4.525636,4.525636,68166300
-2022-12-13,4.526174,4.649755,4.306763,4.628010,4.628010,87863004
-2022-12-14,4.627348,4.723548,4.555734,4.705555,4.705555,81558782
-2022-12-15,4.704388,4.784990,4.530701,4.666010,4.666010,98946312
-2022-12-16,4.666449,4.724835,4.004594,4.054846,4.054846,103187774
-2022-12-17,4.054394,4.141616,3.975187,4.094766,4.094766,77162683
-2022-12-18,4.094381,4.096562,4.000989,4.058813,4.058813,57587828
-2022-12-19,4.059344,4.113606,3.751818,3.809666,3.809666,68992404
-2022-12-20,3.809064,3.920473,3.803774,3.901636,3.901636,62564291
-2022-12-21,3.901144,3.901144,3.692109,3.763809,3.763809,53879235
-2022-12-22,3.763789,3.780965,3.584671,3.708414,3.708414,60949761
-2022-12-23,3.708488,3.807990,3.695363,3.749712,3.749712,38964027
-2022-12-24,3.749168,3.774027,3.695124,3.704891,3.704891,22688621
-2022-12-25,3.704673,3.721009,3.536196,3.580963,3.580963,40978183
-2022-12-26,3.581285,3.650099,3.562142,3.645330,3.645330,33089867
-2022-12-27,3.645930,3.668984,3.544533,3.594100,3.594100,39738541
-2022-12-28,3.594612,3.603997,3.210045,3.239318,3.239318,94132723
-2022-12-29,3.239541,3.255118,3.086973,3.212038,3.212038,64465899
-2022-12-30,3.213301,3.417922,3.132497,3.417922,3.417922,98897504
-2022-12-31,3.416645,3.487173,3.330794,3.451690,3.451690,80134881
-2023-01-01,3.451078,3.538314,3.418102,3.526660,3.526660,46745846
-2023-01-02,3.526664,3.789339,3.462835,3.761045,3.761045,116821396
-2023-01-03,3.763086,3.856022,3.670078,3.823603,3.823603,129100464
-2023-01-04,3.823859,4.001195,3.726853,3.815131,3.815131,148213279
-2023-01-05,3.814661,3.840619,3.675871,3.706932,3.706932,92897772
-2023-01-06,3.707982,3.900766,3.599651,3.859511,3.859511,94115158
-2023-01-07,3.859906,3.886489,3.797243,3.834944,3.834944,47655694
-2023-01-08,3.834225,3.923279,3.741090,3.923279,3.923279,70746108
-2023-01-09,3.922381,5.485240,3.904603,5.212224,5.212224,577953988
-2023-01-10,5.216199,5.858614,4.960923,5.527228,5.527228,838131347
-2023-01-11,5.526423,5.526423,5.027631,5.295353,5.295353,371178595
-2023-01-12,5.380337,6.547748,5.062641,6.507095,6.507095,587251760
-2023-01-13,6.506681,7.047924,6.217619,6.836020,6.836020,710981678
-2023-01-14,6.834438,8.183647,6.805244,7.703296,7.703296,1049753449
-2023-01-15,7.708271,8.775826,7.090705,7.923216,7.923216,861854717
-2023-01-16,7.926853,8.573276,7.818703,8.131538,8.131538,699975256
-2023-01-17,8.133084,8.233479,7.612122,7.618652,7.618652,383555930
-2023-01-18,7.615344,8.325003,7.199111,7.620642,7.620642,610268909
-2023-01-19,7.619910,8.071357,7.579862,7.889094,7.889094,415917295
-2023-01-20,7.888327,11.013861,7.772501,10.958182,10.958182,926796922
-2023-01-21,10.961202,13.200338,10.758063,11.748318,11.748318,2266054454
-2023-01-22,11.751906,14.478710,11.751906,13.309232,13.309232,2039546024
-2023-01-23,13.314592,14.337574,12.712812,12.788149,12.788149,1196798340
-2023-01-24,12.787793,13.547480,11.872049,12.342890,12.342890,912329389
-2023-01-25,12.345089,18.596762,12.292204,18.322577,18.322577,2547197702
-2023-01-26,18.311600,19.862474,17.303549,18.193075,18.193075,2179582478
-2023-01-27,18.184166,18.706312,17.338234,17.745609,17.745609,1120503510
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-2023-03-04,11.734063,11.814398,10.679935,11.285681,11.285681,282779650
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-2023-03-10,11.113377,11.592057,9.771490,10.803267,10.803267,951511063
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-2023-03-12,10.513002,12.050160,10.213091,11.941588,11.941588,485062314
-2023-03-13,11.938904,12.707171,11.470752,12.347438,12.347438,819928928
-2023-03-14,12.347208,14.568935,12.086608,13.656713,13.656713,1168453033
-2023-03-15,13.648963,14.131693,12.066270,12.266636,12.266636,798912382
-2023-03-16,12.269653,12.457790,11.909071,12.402521,12.402521,500854528
-2023-03-17,12.402920,13.603102,12.162769,13.557254,13.557254,529006031
-2023-03-18,13.559888,14.191525,12.736865,12.789155,12.789155,600415439
-2023-03-19,12.790511,13.518671,12.734690,13.036696,13.036696,334223334
-2023-03-20,13.035482,13.161315,12.052439,12.105920,12.105920,307029650
-2023-03-21,12.119002,12.501943,11.756740,12.304312,12.304312,263111063
-2023-03-22,12.303858,13.183552,11.819343,13.174693,13.174693,472096156
-2023-03-23,13.171648,13.301432,12.427401,13.268804,13.268804,432707685
-2023-03-24,13.267635,13.285652,12.089956,12.224282,12.224282,292997430
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datasets/ARB11841-USD.csv

@@ -1,460 +0,0 @@
-Date,Open,High,Low,Close,Adj Close,Volume
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-2024-02-04,1.765302,1.774409,1.726444,1.731763,1.731763,205221746
-2024-02-05,1.731823,1.784624,1.705823,1.733229,1.733229,248781369
-2024-02-06,1.733197,1.871273,1.728937,1.830087,1.830087,504975096
-2024-02-07,1.830078,1.929141,1.812190,1.897009,1.897009,458608037
-2024-02-08,1.897081,1.925338,1.863360,1.864409,1.864409,368536199
-2024-02-09,1.864376,1.997615,1.863867,1.981112,1.981112,451987280
-2024-02-10,1.981216,2.017276,1.941267,1.961370,1.961370,245943076
-2024-02-11,1.961402,2.005652,1.935371,1.940504,1.940504,238023304
-2024-02-12,1.940792,2.079818,1.916294,2.078019,2.078019,465921130
-2024-02-13,2.077689,2.104978,1.996149,2.046922,2.046922,431225127
-2024-02-14,2.046856,2.122514,2.016152,2.113552,2.113552,398908298
-2024-02-15,2.113317,2.169823,2.043957,2.072080,2.072080,494067916
-2024-02-16,2.072206,2.093615,1.980174,2.012969,2.012969,364954780
-2024-02-17,2.012919,2.018499,1.912902,1.969316,1.969316,235277515
-2024-02-18,1.969348,2.048801,1.947090,2.035340,2.035340,276993691
-2024-02-19,2.035567,2.097009,2.019432,2.053933,2.053933,395746408
-2024-02-20,2.053950,2.074549,1.910850,2.010829,2.010829,666450000
-2024-02-21,2.010674,2.015836,1.811618,1.877688,1.877688,511962215
-2024-02-22,1.877626,1.894951,1.792210,1.807322,1.807322,442368773
-2024-02-23,1.806978,1.825516,1.743323,1.800605,1.800605,393790046
-2024-02-24,1.800636,1.849603,1.754305,1.844976,1.844976,274142282
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-2024-02-28,1.895475,1.976357,1.819043,1.902629,1.902629,789288374
-2024-02-29,1.902536,2.067885,1.888107,1.945142,1.945142,1052525091
-2024-03-01,1.944653,2.011271,1.943706,1.989562,1.989562,496174284
-2024-03-02,1.989625,2.024734,1.960202,2.024734,2.024734,554293629
-2024-03-03,2.025063,2.191799,1.999352,2.046296,2.046296,1142361298
-2024-03-04,2.045871,2.069039,1.926999,1.982979,1.982979,813833802
-2024-03-05,1.983254,2.171830,1.826945,1.969782,1.969782,2120320570
-2024-03-06,1.969779,2.141971,1.926976,2.052874,2.052874,1042968084
-2024-03-07,2.052874,2.186000,2.021405,2.167783,2.167783,873516997
-2024-03-08,2.167762,2.276319,2.108739,2.139361,2.139361,1030337086
-2024-03-09,2.139361,2.166837,2.084038,2.099060,2.099060,514955855
-2024-03-10,2.099062,2.128248,2.009167,2.068196,2.068196,614574685
-2024-03-11,2.068202,2.140946,1.992196,2.082959,2.082959,831217688
-2024-03-12,2.082959,2.096739,1.932373,2.017470,2.017470,762310480
-2024-03-13,2.017470,2.252912,2.017438,2.117834,2.117834,1261830951
-2024-03-14,2.117834,2.117834,1.941560,2.014833,2.014833,954399402
-2024-03-15,2.014833,2.031258,1.810243,1.885445,1.885445,941997889
-2024-03-16,1.885433,1.953263,1.719726,1.759017,1.759017,1037970776
-2024-03-17,1.759017,1.771286,1.624031,1.733432,1.733432,779446750
-2024-03-18,1.734155,1.736294,1.600323,1.621517,1.621517,890503800
-2024-03-19,1.621517,1.672444,1.449332,1.627867,1.627867,1397626318
-2024-03-20,1.627867,1.764658,1.554495,1.746828,1.746828,1227861377
-2024-03-21,1.746828,1.794298,1.677133,1.683713,1.683713,802239593
-2024-03-22,1.683716,1.693603,1.567059,1.600382,1.600382,555738122
-2024-03-23,1.600393,1.635496,1.584936,1.597991,1.597991,356923516
-2024-03-24,1.598011,1.674030,1.589574,1.671061,1.671061,391189030
-2024-03-25,1.671055,1.748534,1.649686,1.723979,1.723979,547873309
-2024-03-26,1.723979,1.752013,1.666658,1.701468,1.701468,526173757
-2024-03-27,1.701468,1.739502,1.629150,1.655158,1.655158,550502880
-2024-03-28,1.655158,1.695123,1.628965,1.666726,1.666726,374335941
-2024-03-29,1.666726,1.667794,1.616218,1.645996,1.645996,299111291
-2024-03-30,1.645996,1.677110,1.634255,1.642339,1.642339,256397865
-2024-03-31,1.642319,1.688740,1.634262,1.663377,1.663377,225496709
-2024-04-01,1.663362,1.663362,1.534660,1.569315,1.569315,422532101
-2024-04-02,1.569315,1.569324,1.433792,1.448602,1.448602,572323170
-2024-04-03,1.448603,1.502148,1.403427,1.479194,1.479194,374705017
-2024-04-04,1.479180,1.509046,1.438424,1.459447,1.459447,320741288
-2024-04-05,1.459420,1.461949,1.389193,1.434671,1.434671,313976571
-2024-04-06,1.434671,1.500378,1.428706,1.488967,1.488967,196076697
-2024-04-07,1.488967,1.530925,1.482781,1.530320,1.530320,201161348
-2024-04-08,1.530320,1.577291,1.493802,1.571005,1.571005,339975821
-2024-04-09,1.570816,1.588707,1.476893,1.483637,1.483637,449258429
-2024-04-10,1.483630,1.496319,1.420093,1.466346,1.466346,320187260
-2024-04-11,1.466346,1.481205,1.412277,1.419142,1.419142,231721719
-2024-04-12,1.419145,1.441293,1.047610,1.174909,1.174909,849422935
-2024-04-13,1.174921,1.185897,0.898646,1.033445,1.033445,993983550
-2024-04-14,1.033420,1.189182,1.004299,1.180753,1.180753,809736757
-2024-04-15,1.180753,1.265840,1.124182,1.153054,1.153054,619076216
-2024-04-16,1.153055,1.170267,1.098629,1.154449,1.154449,425897075
-2024-04-17,1.154447,1.169354,1.082921,1.105919,1.105919,308928784
-2024-04-18,1.105929,1.164854,1.082984,1.139129,1.139129,275011082
-2024-04-19,1.139129,1.164129,1.046330,1.122690,1.122690,372532494
-2024-04-20,1.122686,1.221277,1.109589,1.215005,1.215005,217385884
-2024-04-21,1.215005,1.229245,1.174349,1.188955,1.188955,195862310
-2024-04-22,1.188950,1.238193,1.185025,1.209325,1.209325,228798711
-2024-04-23,1.209325,1.219693,1.170166,1.178001,1.178001,209740953
-2024-04-24,1.178000,1.201892,1.101610,1.115976,1.115976,321807336
-2024-04-25,1.116004,1.122487,1.067725,1.090794,1.090794,260280425
-2024-04-26,1.090794,1.092548,1.056007,1.065067,1.065067,218901586
-2024-04-27,1.065067,1.125835,1.021934,1.124088,1.124088,340669189
-2024-04-28,1.124088,1.168904,1.097888,1.100870,1.100870,312533332
-2024-04-29,1.100870,1.109574,1.036217,1.058395,1.058395,289705686
-2024-04-30,1.058397,1.068319,0.974590,1.022194,1.022194,394490469
-2024-05-01,1.022194,1.053244,0.974630,1.030708,1.030708,495077511
-2024-05-02,1.030688,1.040166,0.998060,1.029786,1.029786,304501218
-2024-05-03,1.029791,1.077137,1.017742,1.065985,1.065985,298151775
-2024-05-04,1.065985,1.084962,1.059949,1.062320,1.062320,210017419
-2024-05-05,1.062314,1.094242,1.036494,1.071509,1.071509,230922233
-2024-05-06,1.071498,1.129360,1.058161,1.061039,1.061039,376439746
-2024-05-07,1.061039,1.075803,1.026948,1.027012,1.027012,272014534
-2024-05-08,1.027014,1.044551,1.009021,1.027639,1.027639,299076596
-2024-05-09,1.027639,1.045555,1.001683,1.041155,1.041155,238597485
-2024-05-10,1.041180,1.053518,0.985808,0.995435,0.995435,298051995
-2024-05-11,0.995435,1.011501,0.987236,0.999943,0.999943,173108416
-2024-05-12,0.999942,1.011026,0.989068,0.997343,0.997343,114813690
-2024-05-13,0.997343,1.002976,0.953482,0.981365,0.981365,274430858
-2024-05-14,0.981364,0.987396,0.932782,0.934909,0.934909,341966673
-2024-05-15,0.934906,0.997165,0.926134,0.995345,0.995345,347131905
-2024-05-16,0.995380,0.998658,0.953825,0.971634,0.971634,310304137
-2024-05-17,0.971634,1.071370,0.968088,1.032725,1.032725,451760932
-2024-05-18,1.032727,1.033715,1.006019,1.018248,1.018248,261575072
-2024-05-19,1.018248,1.028148,0.967589,0.972233,0.972233,242293946
-2024-05-20,0.972233,1.127116,0.951132,1.124780,1.124780,752281971
-2024-05-21,1.124819,1.229411,1.123137,1.203520,1.203520,1209775871
-2024-05-22,1.203459,1.210737,1.111391,1.141894,1.141894,700018933
-2024-05-23,1.141894,1.254397,1.139197,1.200819,1.200819,1584631195
-2024-05-24,1.200820,1.231243,1.125515,1.157542,1.157542,628692600
-2024-05-25,1.157543,1.208728,1.150837,1.191638,1.191638,456138167
-2024-05-26,1.191639,1.229028,1.179076,1.193762,1.193762,617366925
-2024-05-27,1.193764,1.272120,1.193279,1.231156,1.231156,701227055
-2024-05-28,1.231157,1.231157,1.171529,1.199820,1.199820,537284571
-2024-05-29,1.199820,1.205378,1.139952,1.140136,1.140136,385585550
-2024-05-30,1.140147,1.155760,1.107780,1.129385,1.129385,337904069
-2024-05-31,1.128011,1.164172,1.110795,1.120008,1.120008,308981842
-2024-06-01,1.120007,1.137799,1.115363,1.132854,1.132854,149282002
-2024-06-02,1.132855,1.142040,1.094914,1.112046,1.112046,231237406
-2024-06-03,1.112046,1.138497,1.102031,1.105057,1.105057,261433296
-2024-06-04,1.105057,1.115190,1.071757,1.107812,1.107812,307026170
-2024-06-05,1.107812,1.135997,1.102948,1.122947,1.122947,280932612
-2024-06-06,1.122950,1.123754,1.077755,1.088713,1.088713,226273579
-2024-06-07,1.088705,1.102665,0.923908,0.998952,0.998952,513959182
-2024-06-08,0.998821,1.006705,0.954284,0.967728,0.967728,294623174
-2024-06-09,0.967729,0.987398,0.958086,0.979326,0.979326,277300562
-2024-06-10,0.979341,0.980067,0.949023,0.959278,0.959278,311809407
-2024-06-11,0.959304,0.962695,0.915431,0.937723,0.937723,428288445
-2024-06-12,0.937729,0.997542,0.915780,0.972923,0.972923,307584911
-2024-06-13,0.972919,0.972919,0.923972,0.936652,0.936652,260393589
-2024-06-14,0.936616,0.952233,0.883198,0.912164,0.912164,256474623
-2024-06-15,0.912144,0.937145,0.912094,0.921659,0.921659,139075519
-2024-06-16,0.921663,0.934281,0.901422,0.923675,0.923675,129668990
-2024-06-17,0.923674,0.928739,0.846415,0.858712,0.858712,258986764
-2024-06-18,0.858581,0.860323,0.752370,0.795244,0.795244,434683856
-2024-06-19,0.795205,0.833718,0.788190,0.812209,0.812209,233180885
-2024-06-20,0.812209,0.846925,0.800655,0.800927,0.800927,233003450
-2024-06-21,0.800919,0.808209,0.783914,0.800980,0.800980,223405761
-2024-06-22,0.801005,0.809611,0.792755,0.804520,0.804520,107189509
-2024-06-23,0.804471,0.814209,0.803329,0.813469,0.813469,97651768

datasets/DOT-USD.csv

@@ -1,1405 +0,0 @@
-Date,Open,High,Low,Close,Adj Close,Volume
-2020-08-20,2.787857,3.077784,2.692896,2.900080,2.900080,48819867
-2020-08-21,2.896923,3.090093,2.730919,2.875028,2.875028,49313137
-2020-08-22,2.878570,4.510613,2.816762,4.484690,4.484690,485801096
-2020-08-23,4.487058,4.487058,3.716271,3.967066,3.967066,320749483
-2020-08-24,3.987413,4.783158,3.812670,4.602614,4.602614,407690171
-2020-08-25,4.584953,5.760775,4.501223,5.523393,5.523393,898847538
-2020-08-26,5.541406,6.554688,5.136205,6.081716,6.081716,1054351759
-2020-08-27,6.075772,6.789180,5.313926,5.628337,5.628337,1289248953
-2020-08-28,5.639486,6.333746,5.540963,6.159955,6.159955,727162235
-2020-08-29,6.175925,6.562906,6.042309,6.159143,6.159143,527290028
-2020-08-30,6.153440,6.219506,5.749978,5.869881,5.869881,485335136
-2020-08-31,5.905918,6.459377,5.772966,6.300020,6.300020,512604781
-2020-09-01,6.298810,6.838898,6.172324,6.288767,6.288767,601527409
-2020-09-02,6.282686,6.432652,5.657442,6.139465,6.139465,584155028
-2020-09-03,6.131179,6.318079,5.682590,5.747868,5.747868,763663457
-2020-09-04,5.726610,5.981395,4.626720,5.146038,5.146038,845787793
-2020-09-05,5.136033,5.311784,3.653468,4.122313,4.122313,805800385
-2020-09-06,4.137032,4.901650,3.759745,4.799468,4.799468,924160482
-2020-09-07,4.796048,4.820003,4.032633,4.594669,4.594669,675375183
-2020-09-08,4.588958,4.616440,4.119595,4.274324,4.274324,519440288
-2020-09-09,4.282868,4.796723,4.158873,4.708939,4.708939,534097094
-2020-09-10,4.709849,4.870141,4.471295,4.581584,4.581584,633577674
-2020-09-11,4.579848,4.748110,4.317130,4.645567,4.645567,633472140
-2020-09-12,4.650602,5.280156,4.516019,5.137037,5.137037,753745737
-2020-09-13,5.145041,5.478801,4.806826,5.297951,5.297951,1099475714
-2020-09-14,5.296420,5.602782,5.126425,5.348709,5.348709,1008259712
-2020-09-15,5.366626,5.451917,5.095706,5.095706,5.095706,897864384
-2020-09-16,5.068963,5.281323,4.986211,5.080322,5.080322,792360521
-2020-09-17,5.080322,5.417671,5.061747,5.336301,5.336301,776350363
-2020-09-18,5.341709,5.459139,5.108553,5.245764,5.245764,683398180
-2020-09-19,5.253237,5.255691,4.824983,4.925411,4.925411,605268040
-2020-09-20,4.928915,4.974466,4.424918,4.672449,4.672449,798507891
-2020-09-21,4.672449,4.700903,3.950476,4.094597,4.094597,1096736657
-2020-09-22,4.085402,4.208596,3.918225,4.174463,4.174463,673117344
-2020-09-23,4.168554,4.315891,3.974101,4.031415,4.031415,557062766
-2020-09-24,4.021368,4.399950,3.993184,4.381973,4.381973,437573446
-2020-09-25,4.376265,4.527898,4.262062,4.420954,4.420954,425191119
-2020-09-26,4.422247,4.464017,4.242543,4.347662,4.347662,329745176
-2020-09-27,4.340383,4.362192,4.160518,4.310281,4.310281,316361927
-2020-09-28,4.302437,4.582980,4.270127,4.397861,4.397861,543507456
-2020-09-29,4.421758,4.602887,4.358147,4.500452,4.500452,508965929
-2020-09-30,4.502908,4.502908,4.253639,4.349781,4.349781,378446620
-2020-10-01,4.350968,4.583430,4.257382,4.343831,4.343831,445143708
-2020-10-02,4.344504,4.358545,3.933162,4.123179,4.123179,554916297
-2020-10-03,4.127322,4.131513,4.038119,4.070046,4.070046,361964763
-2020-10-04,4.067633,4.195494,4.021517,4.173911,4.173911,286356969
-2020-10-05,4.181273,4.233528,4.120232,4.172700,4.172700,332264664
-2020-10-06,4.169271,4.182002,3.645681,3.756162,3.756162,662270711
-2020-10-07,3.753456,3.877703,3.620271,3.858798,3.858798,629063456
-2020-10-08,3.857625,4.160010,3.664641,4.102642,4.102642,614223111
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-2024-06-22,5.610779,5.797319,5.546116,5.747870,5.747870,120663154
-2024-06-23,5.747809,5.784728,5.747809,5.761436,5.761436,97913336

datasets/EETH-USD.csv

@@ -1,144 +0,0 @@
-Date,Open,High,Low,Close,Adj Close,Volume
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datasets/EZETH-USD.csv

@@ -1,123 +0,0 @@
-Date,Open,High,Low,Close,Adj Close,Volume
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datasets/ICP-USD.csv

@@ -1,1142 +0,0 @@
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datasets/IMX10603-USD.csv

@@ -1,962 +0,0 @@
-Date,Open,High,Low,Close,Adj Close,Volume
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datasets/KAS-USD.csv

@@ -1,755 +0,0 @@
-Date,Open,High,Low,Close,Adj Close,Volume
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datasets/MNT27075-USD.csv

@@ -1,344 +0,0 @@
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datasets/NEAR-USD.csv

@@ -1,1350 +0,0 @@
-Date,Open,High,Low,Close,Adj Close,Volume
-2020-10-14,1.694560,1.694560,1.064818,1.185806,1.185806,94692273
-2020-10-15,1.177929,1.249225,1.088780,1.125557,1.125557,34933419
-2020-10-16,1.124601,1.151711,0.814550,0.817511,0.817511,37020875
-2020-10-17,0.817511,0.853755,0.727224,0.808136,0.808136,23630173
-2020-10-18,0.809037,0.873260,0.802059,0.871674,0.871674,14376473
-2020-10-19,0.871258,0.871258,0.773495,0.800366,0.800366,12526817
-2020-10-20,0.799858,0.810011,0.672661,0.676061,0.676061,13390242
-2020-10-21,0.676185,0.746559,0.674357,0.701406,0.701406,12835213
-2020-10-22,0.701658,0.786858,0.701658,0.749234,0.749234,11632895
-2020-10-23,0.749307,0.752612,0.689188,0.728308,0.728308,8050408
-2020-10-24,0.728308,0.753952,0.707353,0.739074,0.739074,7326431
-2020-10-25,0.739074,0.849568,0.727926,0.846365,0.846365,17602175
-2020-10-26,0.846365,0.846365,0.744864,0.779357,0.779357,14529440
-2020-10-27,0.779357,0.801901,0.747754,0.757546,0.757546,10473272
-2020-10-28,0.757546,0.776513,0.681174,0.699119,0.699119,11024111
-2020-10-29,0.699087,0.722987,0.671182,0.690082,0.690082,7592469
-2020-10-30,0.690082,0.702838,0.617700,0.631671,0.631671,11372428
-2020-10-31,0.631671,0.654164,0.618958,0.633656,0.633656,3374594
-2020-11-01,0.633656,0.655075,0.600100,0.634296,0.634296,5407189
-2020-11-02,0.634296,0.646933,0.605267,0.606673,0.606673,16813813
-2020-11-03,0.606673,0.612398,0.557470,0.561666,0.561666,1086987
-2020-11-04,0.561666,0.564284,0.525964,0.534210,0.534210,6449745
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datasets/PEPE24478-USD.csv

@@ -1,435 +0,0 @@
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datasets/RNDR-USD.csv

@@ -1,1475 +0,0 @@
-Date,Open,High,Low,Close,Adj Close,Volume
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-2020-06-12,0.055748,0.063758,0.043086,0.053068,0.053068,12740
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-2020-06-14,0.046766,0.055298,0.044848,0.049426,0.049426,17208
-2020-06-15,0.049430,0.055058,0.037573,0.051250,0.051250,21152
-2020-06-16,0.051246,0.066447,0.036764,0.060849,0.060849,23300
-2020-06-17,0.060841,0.097300,0.043286,0.097290,0.097290,54573
-2020-06-18,0.097295,0.097343,0.055492,0.070846,0.070846,60795
-2020-06-19,0.070872,0.080844,0.061894,0.079412,0.079412,27135
-2020-06-20,0.079453,0.104597,0.069758,0.087604,0.087604,74187
-2020-06-21,0.087565,0.094407,0.077494,0.086059,0.086059,46506
-2020-06-22,0.086010,0.092869,0.074184,0.082671,0.082671,49208
-2020-06-23,0.082690,0.087994,0.065554,0.086279,0.086279,65752
-2020-06-24,0.086539,0.100521,0.074909,0.082569,0.082569,51210
-2020-06-25,0.082582,0.090443,0.077035,0.090403,0.090403,35561
-2020-06-26,0.089765,0.095074,0.079960,0.082824,0.082824,41368
-2020-06-27,0.082842,0.090013,0.078388,0.084567,0.084567,23941
-2020-06-28,0.084567,0.084661,0.072549,0.076105,0.076105,27401
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-2020-07-13,0.076695,0.079424,0.072966,0.076133,0.076133,14423
-2020-07-14,0.076203,0.076400,0.064709,0.072370,0.072370,24540
-2020-07-15,0.072370,0.074137,0.063883,0.069076,0.069076,18280
-2020-07-16,0.069066,0.069943,0.061720,0.068080,0.068080,18678
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-2020-07-23,0.080091,0.096694,0.080091,0.094909,0.094909,50634
-2020-07-24,0.094909,0.095570,0.079985,0.085005,0.085005,80232
-2020-07-25,0.085017,0.095263,0.083505,0.092753,0.092753,39711
-2020-07-26,0.093629,0.094927,0.083014,0.086224,0.086224,32480
-2020-07-27,0.086224,0.089070,0.079495,0.080245,0.080245,56375
-2020-07-28,0.080231,0.084335,0.078017,0.080342,0.080342,25124
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datasets/SHIB-USD.csv

@@ -1,1424 +0,0 @@
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datasets/TON11419-USD.csv

@@ -1,1033 +0,0 @@
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-2024-05-31,6.466102,6.478951,6.326479,6.337574,6.337574,140549136
-2024-06-01,6.337574,6.363986,6.269741,6.286480,6.286480,127590232
-2024-06-02,6.286484,6.974160,6.278378,6.818298,6.818298,377229379
-2024-06-03,6.818298,7.026014,6.568218,6.814379,6.814379,353333409
-2024-06-04,6.814379,7.311724,6.730777,7.311724,7.311724,355355808
-2024-06-05,7.311724,7.775840,7.132280,7.196506,7.196506,512581200
-2024-06-06,7.196506,7.540531,7.129691,7.535858,7.535858,306885619
-2024-06-07,7.535842,7.739530,6.857299,7.212680,7.212680,503389719
-2024-06-08,7.212330,7.427956,6.998873,7.032557,7.032557,257312227
-2024-06-09,7.031306,7.160405,6.916663,7.111293,7.111293,246335084
-2024-06-10,7.110754,7.221734,6.999464,7.221635,7.221635,238586341
-2024-06-11,7.222286,7.240855,6.761572,6.939348,6.939348,277715653
-2024-06-12,6.939540,7.564040,6.895228,7.466600,7.466600,412193448
-2024-06-13,7.466275,7.758430,7.341072,7.755603,7.755603,466684286
-2024-06-14,7.755801,8.210911,7.750294,8.177353,8.177353,690256712
-2024-06-15,8.177467,8.235023,7.872791,7.910916,7.910916,359049366
-2024-06-16,7.910901,8.078908,7.762253,7.944208,7.944208,260687414
-2024-06-17,7.944191,8.006904,7.622638,7.696274,7.696274,385535237
-2024-06-18,7.696299,7.696414,6.928943,7.134716,7.134716,496456275
-2024-06-19,7.134268,7.228792,6.799518,6.948575,6.948575,314184040
-2024-06-20,6.948575,7.269728,6.933932,7.150035,7.150035,258372076
-2024-06-21,7.150358,7.312250,7.053380,7.110071,7.110071,295950590
-2024-06-22,7.109375,7.344172,7.067277,7.337309,7.337309,162105927
-2024-06-23,7.337136,7.634157,7.332760,7.619392,7.619392,206179392

datasets/UNI7083-USD.csv

@@ -1,1376 +0,0 @@
-Date,Open,High,Low,Close,Adj Close,Volume
-2020-09-18,3.488153,8.438537,3.261757,6.897257,6.897257,6061110198
-2020-09-19,6.945577,7.443275,5.321795,5.724464,5.724464,2447471305
-2020-09-20,5.720515,6.050326,4.720210,5.244195,5.244195,1554143599
-2020-09-21,5.244195,5.622155,4.160743,4.266079,4.266079,1329464490
-2020-09-22,4.275014,4.554092,3.755040,3.905138,3.905138,816282684
-2020-09-23,3.917944,4.707648,3.916562,4.653265,4.653265,964205457
-2020-09-24,4.448576,5.249795,4.448575,5.137266,5.137266,1168427377
-2020-09-25,5.160446,5.528679,4.848576,5.012952,5.012952,882242519
-2020-09-26,5.011349,5.225045,4.737246,4.805881,4.805881,463707078
-2020-09-27,4.802269,5.442522,4.728704,4.780899,4.780899,444099192
-2020-09-28,4.781430,4.937265,4.164315,4.187979,4.187979,435788116
-2020-09-29,4.187974,4.417395,4.118354,4.417380,4.417380,356399047
-2020-09-30,4.448182,4.448672,3.921893,4.013015,4.013015,375777187
-2020-10-01,4.014052,4.506503,3.974046,4.259865,4.259865,701098958
-2020-10-02,4.261800,4.292221,3.665554,3.785898,3.785898,646428104
-2020-10-03,3.783604,4.124612,3.749287,3.791614,3.791614,359042995
-2020-10-04,3.797647,3.816088,3.616777,3.668925,3.668925,413697306
-2020-10-05,3.668925,3.716208,3.341256,3.419205,3.419205,497456257
-2020-10-06,3.416884,3.416884,2.721012,2.834241,2.834241,681166626
-2020-10-07,2.842322,2.988667,2.462868,2.800064,2.800064,664950267
-2020-10-08,2.797326,3.417100,2.582608,3.270306,3.270306,717724262
-2020-10-09,3.285660,3.555273,2.995400,3.097367,3.097367,672751181
-2020-10-10,3.081812,3.632204,3.054928,3.331527,3.331527,562610977
-2020-10-11,3.331239,3.442175,3.250743,3.387240,3.387240,411091368
-2020-10-12,3.379021,3.429043,3.203085,3.260261,3.260261,558369285
-2020-10-13,3.261673,3.622660,3.235385,3.497266,3.497266,383311535
-2020-10-14,3.500179,3.582452,2.648806,3.082023,3.082023,516845493
-2020-10-15,3.077349,3.077410,2.866540,2.906949,2.906949,439092200
-2020-10-16,2.908383,3.163355,2.805559,3.034977,3.034977,578856190
-2020-10-17,3.037373,3.085675,2.960528,3.000683,3.000683,274343380
-2020-10-18,2.995080,3.276799,2.982761,3.266859,3.266859,270238697
-2020-10-19,3.274675,3.281866,3.128738,3.177664,3.177664,353126948
-2020-10-20,3.173583,3.181297,2.821474,2.869800,2.869800,542347476
-2020-10-21,2.861897,3.065714,2.850831,2.941374,2.941374,641102100
-2020-10-22,2.940848,3.139806,2.930286,3.039450,3.039450,490414767
-2020-10-23,3.044073,3.120281,2.974443,3.012190,3.012190,340365373
-2020-10-24,3.012190,3.083292,2.937710,2.943257,2.943257,228726426
-2020-10-25,2.943257,2.966797,2.729939,2.775747,2.775747,280177013
-2020-10-26,2.775747,2.868153,2.550701,2.725903,2.725903,402513710
-2020-10-27,2.725903,2.900549,2.710788,2.822399,2.822399,374717069
-2020-10-28,2.822399,2.850340,2.599362,2.676116,2.676116,382606652
-2020-10-29,2.676116,2.734569,2.494090,2.541616,2.541616,452924614
-2020-10-30,2.541617,2.554729,2.265245,2.414168,2.414168,407724693
-2020-10-31,2.414168,2.414168,2.251597,2.266428,2.266428,195366723
-2020-11-01,2.266428,2.433622,2.227458,2.379305,2.379305,189355187
-2020-11-02,2.379305,2.440835,2.243257,2.254260,2.254260,267321819
-2020-11-03,2.254260,2.281023,2.065942,2.134319,2.134319,249641515
-2020-11-04,2.134325,2.160387,1.888973,1.930119,1.930119,339588343
-2020-11-05,1.930123,2.401617,1.763817,2.206129,2.206129,513013238
-2020-11-06,2.206116,2.677881,2.182031,2.550795,2.550795,584436650
-2020-11-07,2.550795,2.995858,2.448126,2.466497,2.466497,771051235
-2020-11-08,2.466497,2.885370,2.442557,2.848617,2.848617,478996897
-2020-11-09,2.848617,2.852006,2.586286,2.676863,2.676863,486394678
-2020-11-10,2.676864,3.103295,2.640133,3.007544,3.007544,514331154
-2020-11-11,3.007544,3.149896,2.877065,2.912375,2.912375,525551143
-2020-11-12,2.912375,3.081581,2.827266,2.930142,2.930142,538966370
-2020-11-13,2.930142,3.961350,2.906121,3.879659,3.879659,765960347
-2020-11-14,3.879659,3.953746,3.534731,3.809107,3.809107,774643440
-2020-11-15,3.809107,4.236023,3.634849,3.862007,3.862007,742520518
-2020-11-16,3.862007,3.932907,3.459238,3.604012,3.604012,739416980
-2020-11-17,3.759261,3.848436,3.485387,3.803481,3.803481,753340390
-2020-11-18,3.803454,3.847406,3.288325,3.463665,3.463665,855595852
-2020-11-19,3.463680,3.884875,3.247508,3.733060,3.733060,690972294
-2020-11-20,3.733060,4.083962,3.684215,3.840914,3.840914,1046467101
-2020-11-21,3.840914,3.925770,3.600595,3.812230,3.812230,972140640
-2020-11-22,3.812230,3.920586,3.447610,3.659053,3.659053,1008603253
-2020-11-23,3.659053,4.204035,3.637181,4.188878,4.188878,1351039954
-2020-11-24,4.189349,4.479371,3.957246,4.067073,4.067073,1346899109
-2020-11-25,4.065284,4.200112,3.579108,3.683754,3.683754,933020040
-2020-11-26,3.682017,3.765527,3.116538,3.431499,3.431499,1516484179
-2020-11-27,3.433836,3.518866,3.172942,3.316725,3.316725,665287433
-2020-11-28,3.316947,3.531016,3.266371,3.469671,3.469671,508403730
-2020-11-29,3.470265,3.569223,3.374748,3.552055,3.552055,483895368
-2020-11-30,3.551944,3.804333,3.537390,3.769074,3.769074,824763850
-2020-12-01,3.772612,3.975911,3.476761,3.555413,3.555413,1042619601
-2020-12-02,3.555058,4.168473,3.513476,3.936940,3.936940,729926104
-2020-12-03,3.940070,4.019715,3.808588,3.891982,3.891982,587622999
-2020-12-04,3.892268,3.916185,3.507199,3.528132,3.528132,595341444
-2020-12-05,3.528135,3.696547,3.457031,3.681674,3.681674,420480161
-2020-12-06,3.681870,3.777265,3.512129,3.653108,3.653108,423227915
-2020-12-07,3.653027,3.871732,3.570891,3.764541,3.764541,411938302
-2020-12-08,3.764226,3.764226,3.282556,3.284986,3.284986,546521147
-2020-12-09,3.285406,3.390823,3.132343,3.355417,3.355417,516081303
-2020-12-10,3.355832,3.367771,3.191631,3.243610,3.243610,365002774
-2020-12-11,3.243865,3.243865,2.926482,2.972109,2.972109,506458332
-2020-12-12,2.970150,3.174078,2.965925,3.122534,3.122534,299773732
-2020-12-13,3.122937,3.362191,3.074027,3.337822,3.337822,363657249
-2020-12-14,3.338559,3.520553,3.247210,3.485263,3.485263,364601424
-2020-12-15,3.484302,3.516303,3.319636,3.331509,3.331509,331368559
-2020-12-16,3.331180,3.533180,3.251212,3.528551,3.528551,569026021
-2020-12-17,3.528725,3.993046,3.445750,3.691511,3.691511,1276882131
-2020-12-18,3.692718,3.842438,3.555411,3.767315,3.767315,764765772
-2020-12-19,3.765476,4.236107,3.710213,3.963893,3.963893,860199471
-2020-12-20,3.963599,4.015782,3.728190,3.765689,3.765689,701901571
-2020-12-21,3.766213,3.918402,3.448855,3.523246,3.523246,757127158
-2020-12-22,3.520195,3.773410,3.299047,3.730614,3.730614,734453823
-2020-12-23,3.729354,3.769714,3.026776,3.313970,3.313970,838383816
-2020-12-24,3.315538,3.521432,3.167933,3.521432,3.521432,673684478
-2020-12-25,3.521483,3.635974,3.383540,3.503699,3.503699,597006834
-2020-12-26,3.503561,3.599781,3.362394,3.406964,3.406964,531596588
-2020-12-27,3.406892,3.770991,3.376054,3.594640,3.594640,966315810
-2020-12-28,3.594869,3.913332,3.578972,3.728360,3.728360,859661085
-2020-12-29,3.727547,3.823270,3.502980,3.670805,3.670805,686584801
-2020-12-30,3.670331,4.335419,3.639353,4.140558,4.140558,763321282
-2020-12-31,4.137221,5.283741,3.956318,5.168337,5.168337,1385543383
-2021-01-01,5.166861,5.267973,4.642070,4.736249,4.736249,840105754
-2021-01-02,4.734603,5.169605,4.491320,4.845214,4.845214,1418519092
-2021-01-03,4.846654,5.612782,4.672137,5.447031,5.447031,2184123153
-2021-01-04,5.473822,6.169184,4.931339,5.406566,5.406566,3707353731
-2021-01-05,5.419078,6.552183,5.254419,6.279291,6.279291,2956879541
-2021-01-06,6.283923,6.589842,6.054644,6.409375,6.409375,2462933930
-2021-01-07,6.410784,6.771526,6.121334,6.267715,6.267715,2482937539
-2021-01-08,6.266412,6.348645,5.512185,5.887612,5.887612,3002482252
-2021-01-09,5.888730,6.348602,5.689183,6.251300,6.251300,1895112493
-2021-01-10,6.249646,6.583534,5.608453,5.991163,5.991163,2348003198
-2021-01-11,5.992304,5.992304,4.467273,5.251506,5.251506,4720287192
-2021-01-12,5.244943,5.798564,4.982100,5.545368,5.545368,2485771003
-2021-01-13,5.544743,6.373974,5.284134,6.324849,6.324849,1668136049
-2021-01-14,6.325998,7.106486,6.196148,6.871520,6.871520,2149188358
-2021-01-15,6.898014,7.465508,6.462271,7.360076,7.360076,2902758852
-2021-01-16,7.358147,9.218207,7.240478,8.418657,8.418657,2964752879
-2021-01-17,8.430260,9.156501,8.103499,8.662062,8.662062,2577838949
-2021-01-18,8.665498,9.837619,8.360154,9.215629,9.215629,2128019523
-2021-01-19,9.207583,9.631081,8.513304,8.641350,8.641350,4178260771
-2021-01-20,8.623179,9.019186,7.683511,8.982520,8.982520,4173020646
-2021-01-21,8.986026,9.013000,7.411488,7.602400,7.602400,3679537998
-2021-01-22,7.590459,9.012526,7.116549,8.716978,8.716978,3361566673
-2021-01-23,8.705842,9.507477,8.547474,9.304680,9.304680,1955096498
-2021-01-24,9.309423,12.240967,9.194899,12.046509,12.046509,3944520029
-2021-01-25,12.027858,12.887942,10.922448,11.352211,11.352211,4870764024
-2021-01-26,11.339469,14.193396,11.263808,13.840002,13.840002,5870212559
-2021-01-27,13.860127,15.498223,13.135700,14.833484,14.833484,6372857509
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datasets/USDE29470-USD.csv

@@ -1,126 +0,0 @@
-Date,Open,High,Low,Close,Adj Close,Volume
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-2024-02-21,1.001949,1.002491,1.000420,1.001779,1.001779,59400185
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datasets/WBETH-USD.csv

@@ -1,425 +0,0 @@
-Date,Open,High,Low,Close,Adj Close,Volume
-2023-04-27,1904.146851,1932.058716,1890.168945,1905.739624,1905.739624,14191
-2023-04-28,1905.499390,1919.220459,1874.934570,1890.689087,1890.689087,1954885
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-2023-05-03,1866.111206,1907.350464,1842.954712,1898.370605,1898.370605,24188
-2023-05-04,1898.373169,1908.171631,1867.256104,1873.065308,1873.065308,171013
-2023-05-05,1872.809326,1991.613403,1871.965576,1990.468018,1990.468018,284089
-2023-05-06,1991.199097,2009.803955,1867.066895,1894.500854,1894.500854,122990
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datasets/WEETH-USD.csv

@@ -1,195 +0,0 @@
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datasets/WHBAR-USD.csv

@@ -1,418 +0,0 @@
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