Skip to content

Commit e230fbe

Browse files
committed
Organized files
1 parent c1e4805 commit e230fbe

Some content is hidden

Large Commits have some content hidden by default. Use the searchbox below for content that may be hidden.

42 files changed

+40052
-141
lines changed

Candle_Sticks_LSTM.ipynb

+289-4
Original file line numberDiff line numberDiff line change
@@ -27,7 +27,7 @@
2727
},
2828
{
2929
"cell_type": "code",
30-
"execution_count": 38,
30+
"execution_count": 8,
3131
"id": "f5ecbb12",
3232
"metadata": {},
3333
"outputs": [
@@ -37,17 +37,302 @@
3737
"text": [
3838
"Number of rows and columns: (7779, 7)\n"
3939
]
40+
},
41+
{
42+
"data": {
43+
"text/html": [
44+
"<div>\n",
45+
"<style scoped>\n",
46+
" .dataframe tbody tr th:only-of-type {\n",
47+
" vertical-align: middle;\n",
48+
" }\n",
49+
"\n",
50+
" .dataframe tbody tr th {\n",
51+
" vertical-align: top;\n",
52+
" }\n",
53+
"\n",
54+
" .dataframe thead th {\n",
55+
" text-align: right;\n",
56+
" }\n",
57+
"</style>\n",
58+
"<table border=\"1\" class=\"dataframe\">\n",
59+
" <thead>\n",
60+
" <tr style=\"text-align: right;\">\n",
61+
" <th></th>\n",
62+
" <th>Unnamed: 0</th>\n",
63+
" <th>Open</th>\n",
64+
" <th>High</th>\n",
65+
" <th>Low</th>\n",
66+
" <th>Close</th>\n",
67+
" <th>Adj Close</th>\n",
68+
" <th>Volume</th>\n",
69+
" </tr>\n",
70+
" </thead>\n",
71+
" <tbody>\n",
72+
" <tr>\n",
73+
" <th>7759</th>\n",
74+
" <td>2022-10-14 15:40:00-04:00</td>\n",
75+
" <td>230.029999</td>\n",
76+
" <td>230.080002</td>\n",
77+
" <td>229.970001</td>\n",
78+
" <td>230.005005</td>\n",
79+
" <td>230.005005</td>\n",
80+
" <td>56703.0</td>\n",
81+
" </tr>\n",
82+
" <tr>\n",
83+
" <th>7760</th>\n",
84+
" <td>2022-10-14 15:41:00-04:00</td>\n",
85+
" <td>229.979996</td>\n",
86+
" <td>229.979996</td>\n",
87+
" <td>229.740005</td>\n",
88+
" <td>229.880005</td>\n",
89+
" <td>229.880005</td>\n",
90+
" <td>58202.0</td>\n",
91+
" </tr>\n",
92+
" <tr>\n",
93+
" <th>7761</th>\n",
94+
" <td>2022-10-14 15:42:00-04:00</td>\n",
95+
" <td>229.869995</td>\n",
96+
" <td>230.059998</td>\n",
97+
" <td>229.750000</td>\n",
98+
" <td>229.940002</td>\n",
99+
" <td>229.940002</td>\n",
100+
" <td>65543.0</td>\n",
101+
" </tr>\n",
102+
" <tr>\n",
103+
" <th>7762</th>\n",
104+
" <td>2022-10-14 15:43:00-04:00</td>\n",
105+
" <td>229.942398</td>\n",
106+
" <td>230.009995</td>\n",
107+
" <td>229.770004</td>\n",
108+
" <td>229.916199</td>\n",
109+
" <td>229.916199</td>\n",
110+
" <td>47503.0</td>\n",
111+
" </tr>\n",
112+
" <tr>\n",
113+
" <th>7763</th>\n",
114+
" <td>2022-10-14 15:44:00-04:00</td>\n",
115+
" <td>229.910004</td>\n",
116+
" <td>230.080002</td>\n",
117+
" <td>229.880005</td>\n",
118+
" <td>230.009995</td>\n",
119+
" <td>230.009995</td>\n",
120+
" <td>48868.0</td>\n",
121+
" </tr>\n",
122+
" <tr>\n",
123+
" <th>7764</th>\n",
124+
" <td>2022-10-14 15:45:00-04:00</td>\n",
125+
" <td>230.029999</td>\n",
126+
" <td>230.029999</td>\n",
127+
" <td>229.720001</td>\n",
128+
" <td>229.720001</td>\n",
129+
" <td>229.720001</td>\n",
130+
" <td>54487.0</td>\n",
131+
" </tr>\n",
132+
" <tr>\n",
133+
" <th>7765</th>\n",
134+
" <td>2022-10-14 15:46:00-04:00</td>\n",
135+
" <td>229.729996</td>\n",
136+
" <td>229.860001</td>\n",
137+
" <td>229.684998</td>\n",
138+
" <td>229.779999</td>\n",
139+
" <td>229.779999</td>\n",
140+
" <td>61996.0</td>\n",
141+
" </tr>\n",
142+
" <tr>\n",
143+
" <th>7766</th>\n",
144+
" <td>2022-10-14 15:47:00-04:00</td>\n",
145+
" <td>229.779999</td>\n",
146+
" <td>229.800003</td>\n",
147+
" <td>229.490005</td>\n",
148+
" <td>229.497696</td>\n",
149+
" <td>229.497696</td>\n",
150+
" <td>81545.0</td>\n",
151+
" </tr>\n",
152+
" <tr>\n",
153+
" <th>7767</th>\n",
154+
" <td>2022-10-14 15:48:00-04:00</td>\n",
155+
" <td>229.500000</td>\n",
156+
" <td>229.619995</td>\n",
157+
" <td>229.399994</td>\n",
158+
" <td>229.570007</td>\n",
159+
" <td>229.570007</td>\n",
160+
" <td>72065.0</td>\n",
161+
" </tr>\n",
162+
" <tr>\n",
163+
" <th>7768</th>\n",
164+
" <td>2022-10-14 15:49:00-04:00</td>\n",
165+
" <td>229.589996</td>\n",
166+
" <td>229.820007</td>\n",
167+
" <td>229.470001</td>\n",
168+
" <td>229.710007</td>\n",
169+
" <td>229.710007</td>\n",
170+
" <td>108788.0</td>\n",
171+
" </tr>\n",
172+
" <tr>\n",
173+
" <th>7769</th>\n",
174+
" <td>2022-10-14 15:50:00-04:00</td>\n",
175+
" <td>229.759995</td>\n",
176+
" <td>230.139999</td>\n",
177+
" <td>229.759995</td>\n",
178+
" <td>230.080002</td>\n",
179+
" <td>230.080002</td>\n",
180+
" <td>168977.0</td>\n",
181+
" </tr>\n",
182+
" <tr>\n",
183+
" <th>7770</th>\n",
184+
" <td>2022-10-14 15:51:00-04:00</td>\n",
185+
" <td>230.089996</td>\n",
186+
" <td>230.130005</td>\n",
187+
" <td>229.779999</td>\n",
188+
" <td>229.779999</td>\n",
189+
" <td>229.779999</td>\n",
190+
" <td>96648.0</td>\n",
191+
" </tr>\n",
192+
" <tr>\n",
193+
" <th>7771</th>\n",
194+
" <td>2022-10-14 15:52:00-04:00</td>\n",
195+
" <td>229.779999</td>\n",
196+
" <td>230.029999</td>\n",
197+
" <td>229.750000</td>\n",
198+
" <td>229.899994</td>\n",
199+
" <td>229.899994</td>\n",
200+
" <td>128591.0</td>\n",
201+
" </tr>\n",
202+
" <tr>\n",
203+
" <th>7772</th>\n",
204+
" <td>2022-10-14 15:53:00-04:00</td>\n",
205+
" <td>229.880005</td>\n",
206+
" <td>230.000000</td>\n",
207+
" <td>229.809998</td>\n",
208+
" <td>229.960007</td>\n",
209+
" <td>229.960007</td>\n",
210+
" <td>118354.0</td>\n",
211+
" </tr>\n",
212+
" <tr>\n",
213+
" <th>7773</th>\n",
214+
" <td>2022-10-14 15:54:00-04:00</td>\n",
215+
" <td>229.949997</td>\n",
216+
" <td>230.059998</td>\n",
217+
" <td>229.110001</td>\n",
218+
" <td>229.619995</td>\n",
219+
" <td>229.619995</td>\n",
220+
" <td>343029.0</td>\n",
221+
" </tr>\n",
222+
" <tr>\n",
223+
" <th>7774</th>\n",
224+
" <td>2022-10-14 15:55:00-04:00</td>\n",
225+
" <td>229.600006</td>\n",
226+
" <td>229.619995</td>\n",
227+
" <td>229.005005</td>\n",
228+
" <td>229.009995</td>\n",
229+
" <td>229.009995</td>\n",
230+
" <td>378384.0</td>\n",
231+
" </tr>\n",
232+
" <tr>\n",
233+
" <th>7775</th>\n",
234+
" <td>2022-10-14 15:56:00-04:00</td>\n",
235+
" <td>229.000000</td>\n",
236+
" <td>229.240005</td>\n",
237+
" <td>228.899994</td>\n",
238+
" <td>228.899994</td>\n",
239+
" <td>228.899994</td>\n",
240+
" <td>266647.0</td>\n",
241+
" </tr>\n",
242+
" <tr>\n",
243+
" <th>7776</th>\n",
244+
" <td>2022-10-14 15:57:00-04:00</td>\n",
245+
" <td>228.899994</td>\n",
246+
" <td>228.970001</td>\n",
247+
" <td>228.520096</td>\n",
248+
" <td>228.570007</td>\n",
249+
" <td>228.570007</td>\n",
250+
" <td>374690.0</td>\n",
251+
" </tr>\n",
252+
" <tr>\n",
253+
" <th>7777</th>\n",
254+
" <td>2022-10-14 15:58:00-04:00</td>\n",
255+
" <td>228.570007</td>\n",
256+
" <td>228.639999</td>\n",
257+
" <td>228.399994</td>\n",
258+
" <td>228.500000</td>\n",
259+
" <td>228.500000</td>\n",
260+
" <td>391224.0</td>\n",
261+
" </tr>\n",
262+
" <tr>\n",
263+
" <th>7778</th>\n",
264+
" <td>2022-10-14 15:59:00-04:00</td>\n",
265+
" <td>228.500000</td>\n",
266+
" <td>229.009995</td>\n",
267+
" <td>228.339996</td>\n",
268+
" <td>228.580002</td>\n",
269+
" <td>228.580002</td>\n",
270+
" <td>1253481.0</td>\n",
271+
" </tr>\n",
272+
" </tbody>\n",
273+
"</table>\n",
274+
"</div>"
275+
],
276+
"text/plain": [
277+
" Unnamed: 0 Open High Low \\\n",
278+
"7759 2022-10-14 15:40:00-04:00 230.029999 230.080002 229.970001 \n",
279+
"7760 2022-10-14 15:41:00-04:00 229.979996 229.979996 229.740005 \n",
280+
"7761 2022-10-14 15:42:00-04:00 229.869995 230.059998 229.750000 \n",
281+
"7762 2022-10-14 15:43:00-04:00 229.942398 230.009995 229.770004 \n",
282+
"7763 2022-10-14 15:44:00-04:00 229.910004 230.080002 229.880005 \n",
283+
"7764 2022-10-14 15:45:00-04:00 230.029999 230.029999 229.720001 \n",
284+
"7765 2022-10-14 15:46:00-04:00 229.729996 229.860001 229.684998 \n",
285+
"7766 2022-10-14 15:47:00-04:00 229.779999 229.800003 229.490005 \n",
286+
"7767 2022-10-14 15:48:00-04:00 229.500000 229.619995 229.399994 \n",
287+
"7768 2022-10-14 15:49:00-04:00 229.589996 229.820007 229.470001 \n",
288+
"7769 2022-10-14 15:50:00-04:00 229.759995 230.139999 229.759995 \n",
289+
"7770 2022-10-14 15:51:00-04:00 230.089996 230.130005 229.779999 \n",
290+
"7771 2022-10-14 15:52:00-04:00 229.779999 230.029999 229.750000 \n",
291+
"7772 2022-10-14 15:53:00-04:00 229.880005 230.000000 229.809998 \n",
292+
"7773 2022-10-14 15:54:00-04:00 229.949997 230.059998 229.110001 \n",
293+
"7774 2022-10-14 15:55:00-04:00 229.600006 229.619995 229.005005 \n",
294+
"7775 2022-10-14 15:56:00-04:00 229.000000 229.240005 228.899994 \n",
295+
"7776 2022-10-14 15:57:00-04:00 228.899994 228.970001 228.520096 \n",
296+
"7777 2022-10-14 15:58:00-04:00 228.570007 228.639999 228.399994 \n",
297+
"7778 2022-10-14 15:59:00-04:00 228.500000 229.009995 228.339996 \n",
298+
"\n",
299+
" Close Adj Close Volume \n",
300+
"7759 230.005005 230.005005 56703.0 \n",
301+
"7760 229.880005 229.880005 58202.0 \n",
302+
"7761 229.940002 229.940002 65543.0 \n",
303+
"7762 229.916199 229.916199 47503.0 \n",
304+
"7763 230.009995 230.009995 48868.0 \n",
305+
"7764 229.720001 229.720001 54487.0 \n",
306+
"7765 229.779999 229.779999 61996.0 \n",
307+
"7766 229.497696 229.497696 81545.0 \n",
308+
"7767 229.570007 229.570007 72065.0 \n",
309+
"7768 229.710007 229.710007 108788.0 \n",
310+
"7769 230.080002 230.080002 168977.0 \n",
311+
"7770 229.779999 229.779999 96648.0 \n",
312+
"7771 229.899994 229.899994 128591.0 \n",
313+
"7772 229.960007 229.960007 118354.0 \n",
314+
"7773 229.619995 229.619995 343029.0 \n",
315+
"7774 229.009995 229.009995 378384.0 \n",
316+
"7775 228.899994 228.899994 266647.0 \n",
317+
"7776 228.570007 228.570007 374690.0 \n",
318+
"7777 228.500000 228.500000 391224.0 \n",
319+
"7778 228.580002 228.580002 1253481.0 "
320+
]
321+
},
322+
"execution_count": 8,
323+
"metadata": {},
324+
"output_type": "execute_result"
40325
}
41326
],
42327
"source": [
43328
"df = pd.read_csv(\"dataset (MSFT).csv\")\n",
44329
"print(\"Number of rows and columns:\", df.shape)\n",
45-
"# df.tail(5)"
330+
"df.tail(20)"
46331
]
47332
},
48333
{
49334
"cell_type": "code",
50-
"execution_count": 39,
335+
"execution_count": 5,
51336
"id": "4f5747bd",
52337
"metadata": {},
53338
"outputs": [
@@ -108,7 +393,7 @@
108393
},
109394
{
110395
"cell_type": "code",
111-
"execution_count": 40,
396+
"execution_count": 6,
112397
"id": "5bc764df",
113398
"metadata": {},
114399
"outputs": [

0 commit comments

Comments
 (0)