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[ { "from": "human", "value": "Te abaafee tɛŋŋ afee algorithm ko koni ekɛtsake wiemɔi ni yɔɔ wiemɔ kuku mli lɛ?" }, { "from": "gpt", "value": "Gbɛ kome ni atsɔɔ nɔ afeɔ algorithm kɛha wiemɔi ahe gbɛjianɔtoo yɛ wiemɔ kuku mli ji kɛtsɔ gbɛi nɛɛ asɛɛnyiɛmɔ nɔ:\\n\\n1. Gbalamɔ wiemɔ kuku lɛ mli awo wi...
[ { "from": "human", "value": "Ani mɔ ko baanyɛ aye abua mi ni mayɔse programming wiemɔ ni akɛtsuɔ nii yɛ code snippet nɛɛ mli?\\n\\nKod Snippet:\\n```\\ndef greet():\\n print(\\\"Hello, World!\\\")\\n\\ngreet()\\n```" }, { "from": "gpt", "value": "Kɛ damɔ kood snippet ni akɛha lɛ nɔ lɛ, progra...
[ { "from": "human", "value": "Ani abaanyɛ akɛ shishinumɔ ni aŋmala ashwie shi lɛ atsu nii ni akɛfee wiemɔi ashishitsɔɔmɔ wolo yɛ Python mli? Akɛ nɔkwɛmɔnɔ lɛ, ani manyɛ mafee wiemɔi ashishitsɔɔmɔ wolo kɛtsɔ saji kɛ sɛɛnamɔi ni yɔɔ kodɛs lɛ nɔ lɛ nɔ ni ajieɔ kɛjɛɔ mli lɛ nɔ: ```python\\nkeys = ['a', 'b', 'c',...
[ { "from": "human", "value": "Te mafee tɛŋŋ mafee HTML baafa ko ni jieɔ nibii ni aŋmala ashwie shi lɛ kpo ni ehaa mɔ ni heɔ nii lɛ halaa nibii ni amɛsumɔɔ ni amɛhe lɛ?" }, { "from": "gpt", "value": "Yóo! Obaanyɛ onine ashɛ enɛ nɔ kɛtsɔ HTML baafa ni ooofee kɛ wolo kɛ nibii ni aŋmala ashwie shi lɛ...
[ { "from": "human", "value": "Ani gbɛ ko yɛ ni aaatsɔ nɔ ana string gbɛjianɔtoo pɔtɛɛ ko yɛ JavaScript mli? Ehe miihia ni matsɔɔ bɔ ni nɛkɛ gbɛjianɔtoo nɛɛ klɛŋklɛŋ nɔ ni ba lɛ mli aha kɛji eyɛ." }, { "from": "gpt", "value": "Ekã shi faŋŋ! Obaanyɛ okɛ JavaScript nitsumɔ ni nyiɛ sɛɛ nɛɛ atsu nakai...
[ { "from": "human", "value": "Miibɔ mɔdɛŋ ni mikɛ Go echo app lɛ atsu nii kɛya elastic ŋmei mli. Miyɛ faili ni he hiaa yɛ mitoohe lɛ, ni `go.mod` kɛ `go.sum` faili lɛ fata he. Shi kɛlɛ, kɛ́ mikɛ tsu ko tsu nii lɛ, ehiii. Kɛji akɛ mikwɛ `eb-activity.log` faili ni yɔɔ EC2 nɔkwɛmɔnɔ ni elastic beanstalk fee lɛ ...
[ { "from": "human", "value": "Miji mɔ hee yɛ SWIG mli ni mikɛ kamera ni kɛ SWIG tsuɔ nii koni akɛfolɔ C++ yɛ Python mli lɛ miitsu nii. Kamera lɛ kɛ mfonirii ni akwɛɛɛ lɛ haaa tɛ̃ɛ, no hewɔ lɛ mina C++ nitsumɔ ko ni baanyɛ aŋɔ snaphots. Nitsumɔ lɛ nɛ:\\n\\n```cpp\\nint PixyInterpreter::get_frame(void){\\n ...
[ { "from": "human", "value": "Miŋmala kood ko yɛ Python 3.7 mli koni mikɛfee maŋ kɛ teemɔŋ saji kɛtsɔ RSA module ni jɛ Crypto.PublicKey lɛ nɔ. Shi kɛlɛ, kɛ́ mibɔ mɔdɛŋ ni mikɛ mla kome too lɛ nɔŋŋ atsu nii yɛ Python 3.8 lɛ, mikɛ AttributeError kpeɔ ni mikɛɔ akɛ module lɛ 'be' lɛ bɛ su 'clock'. Ani mɔ ko baan...
[ { "from": "human", "value": "Mikɛ kpeei jɛɛhei ni kɛ gbɛtsɔɔmɔ `[BITS 32]` tsuɔ nii lɛ ekpe. Shi, beni mikwɛ wolo ni tsɔɔ NASM lɛ mli lɛ, minaaa akɛ atsĩɔ brakɛtii ni he hiaa lɛ tã kwraa. No hewɔ lɛ, mikɛ mi diɛŋtsɛ mi jɛɛhe lɛ to he ni mikɛ brackets lɛ tsuuu nii, ni mikɛ `BITS 32` pɛ tsuɔ nii, ni ebua naa ...
[ { "from": "human", "value": "Te mafee tɛŋŋ matsake kood lɛ koni mikɛfo float value kɛya integer ni bɛŋkɛ fe fɛɛ lɛ nɔ?" }, { "from": "gpt", "value": "Obaanyɛ onine ashɛ enɛ nɔ kɛtsɔ nitsumɔ \"round\" ni yɔɔ Python mli lɛ nɔ. \"Kroko\" nitsumɔ lɛ kɛ float tsuɔ nii akɛ nɔ ni akɛwoɔ mli ni ekɛ inte...
[ { "from": "human", "value": "Miibɔ mɔdɛŋ ni mikɛ zip faili ni afee lɛ awo zip faili titri mli kɛtsɔ Maven Assembly plugin lɛ nɔ. Te mafee tɛŋŋ mashɛ enɛ he?\\n\\nMi folda lɛ he gbɛjianɔtoo nɛ:\\n\\n```\\n./folderA/\\n./file1\\n```\\n\\nMiisumɔ ni mafee zip faili kɛ nibii ni nyiɛ sɛɛ nɛɛ:\\n\\n```\\nfolderA....
[ { "from": "human", "value": "Te mafee tɛŋŋ matsake nɔ ni ajieɔ kɛjɛɔ mli lɛ daa yɛ GDB mli? Mika akɛ mikɛ famɔ ```\\nset disassembly-flavor intel\\n``` in GDB lɛ etsu nii, shi kɛ́ mije GDB shishi ekoŋŋ lɛ, eyɛ att flavour lolo. Ani gbɛ ko yɛ ni aaatsɔ nɔ aha tsakemɔ nɛɛ aya nɔ?" }, { "from": "gpt", ...
[ { "from": "human", "value": "Te mafee tɛŋŋ mafee CSS Styleet koni mikɛfee mi HTML baafa lɛ gbɛtsɔɔmɔ bar lɛ bɔ ni sa?" }, { "from": "gpt", "value": "Kɛji ootao ni okɛ o-HTML baafa lɛ atsu nii lɛ, obaanyɛ ofee CSS Stylessheet. Nɔkwɛmɔnɔ ko ni tsɔɔ bɔ ni obaanyɛ oshɛ enɛ he nɛ:\\n\\n```css\\nnav {...
[ { "from": "human", "value": "Te aaafee tɛŋŋ ni AI ko atsake string kɛya hexadecimal value ni kɛ lɛ kpãa gbee yɛ C programmil lɛ mli lɛ?" }, { "from": "gpt", "value": "Kɛji ootao otsake string kɛya hexadecimal value ni kɛ lɛ kpãa gbee yɛ C gbɛjianɔtoo mli lɛ, obaanyɛ okɛ kood ni nyiɛ sɛɛ nɛɛ atsu...
[ { "from": "human", "value": "Ani aŋmɛ gbɛ ni atsɔɔ kusum mli nyɔmɔwoo nitsumɔ kɛha logistic regression? Yɛ nɔ ni baa shi fe fɛɛ lɛ mli lɛ, atsɔɔ shika ni akɛtsuɔ nii lɛ shishi akɛ srɔtofeemɔ ni yɔɔ nɔ ni atsɔɔ hiɛ atsɔɔ lɛ kɛ sɛɛnamɔi diɛŋtsɛ kɛha nɔ ko ni akɛwoɔ mli lɛ teŋ. Shi kɛlɛ, yɛ logistic regression...
[ { "from": "human", "value": "Te mafee tɛŋŋ maná niŋmaa lɛ ni nyɔmɔwoo ni nɔ kwɔ fe fɛɛ kɛjɛ nitsulɔi okpɔlɔ nɔ yɛ SQL mli lɛ?" }, { "from": "gpt", "value": "Obaanyɛ onine ashɛ enɛ nɔ kɛtsɔ SQL sanebimɔ ni nyiɛ sɛɛ nɛɛ ni okɛaatsu nii lɛ nɔ:\\n\\n```sql\\nSELECT *\\nFROM employee\\nORDER BY pay D...
[ { "from": "human", "value": "Miyɛ pandas dataframe ni akɛ data komɛi ni yɔɔ mli ni akɛto mli lɛ. Miisumɔ ni mabu he ni geometric henɔi srɔtoi yɔɔ lɛ he akɔntaa pɛpɛɛpɛ ni makwɛ bɔ ni srɔtofeemɔ yɔɔ ha lɛ mli. Ato data lɛ he gbɛjianɔ tamɔ nɛkɛ:\\n```\\n 0 1 2\\na 5 b\\n4 4 5\\n```\\nTe mafee tɛŋŋ mab...
[ { "from": "human", "value": "Ani gbɛ ko yɛ ni atsɔɔ nɔ anáa skrin lɛ he gbɛjianɔtoo pɔtɛɛ, ni kɔɔ ŋwɛi abɛkugbɛ lɛ he, DOM nɔ pɔtɛɛ ko ni akɛ NPAPI/FireBreath loo JavaScript tsuɔ nii? Miitao nɛkɛ nitsumɔ nɛɛ kɛha plugin ni mikɛ FireBreath miitsu nii lɛ." }, { "from": "gpt", "value": "Bɔni afee n...
[ { "from": "human", "value": "Miyɛ string \"Hello je\" ni miisumɔ ni matsake lɛ ni mikɛ string ni aku sɛɛ atsake lɛ ato nɔ kroko ni tsakeɔ lɛ mli. Te mafee tɛŋŋ maná enɛ kɛtsɔ Python nɔ?" }, { "from": "gpt", "value": "Yɛ Python mli lɛ, obaanyɛ okɛ kpã ko aku sɛɛ kɛtsɔ ŋmɔtɔ ni okɛaawo mli lɛ nɔ n...
[ { "from": "human", "value": "Ani abaanyɛ aŋmala sɛɛnamɔ ni yɔɔ packet he lɛ awo kaimɔ he pɔtɛɛ ko mli kɛtsɔ inline assembly nɔ? Mi le akɛ manyɛ mashɛ enɛ he kɛtsɔ WriteProcessMory nɔ, shi masumɔ ni mikɛ inline assembly awo najiaŋ. Te mafee tɛŋŋ matsu enɛ he nii?\\n\\n```c++\\nint SendToClient(BYTE *packet, ...
[ { "from": "human", "value": "Mifee nɔ ko ni yɔɔ srɔtoi (slice) yɛ Go mli tamɔ nɛkɛ:\\n\\n```\\nvar distancematrix [5][5]int\\n```\\n\\nNo hewɔ lɛ eji 5*5 array/slice.\\nAmrɔ nɛɛ mikɛ sɛɛnamɔi miiwo nɛkɛ fã nɛɛ mli bɔni afee ni yɛ be ko mli:\\n\\n```\\ndistancematrix : [[0 154 12 35 138] [0 0 0 0 0] [0 0 0 ...
[ { "from": "human", "value": "Mikɛ syntax tɔmɔ ko miikpe yɛ mi Python gbɛjianɔtoo lɛ mli ni kɛɛ, \"\\'ku sɛɛ\\' kɛ sanegbaa yɛ tsɔne mli\". Miyɛ nitsumɔ \\'kwɛ_status_tsakemɔi\\' yɛ mi Python gbɛjianɔtoo ni kɛ generator tsuɔ nii. Miisumɔ ni mikɛ \\'jara\\' tsakemɔ lɛ aku sɛɛ aha mɔ ni tsuɔ nii lɛ ni tsɛɔ lɛ ...
[ { "from": "human", "value": "Miyɛ maji ni aŋmala amɛgbɛi awo wolo nɔ ni miisumɔ ni makala maŋ ni ji enyɔ ni da fe fɛɛ kɛjɛ nakai wolo lɛ nɔ. Ani mɔ ko baanyɛ aye abua mi ni matsake kood nɛɛ?\\n\\nmaji = [\"Idi\",\" USA,\"China,\"Canada,\" Indonesia\"]]]]]]]\\n\\nfɛɛ_maji = maji.copy()\\n\\nnɔ ni da fe fɛɛ =...
[ { "from": "human", "value": "Miyɛ nibii babaoo ni akɛtsuɔ nii yɛ tsɔne mli ni yɔɔ module titri kɛ sub-modules etɛ (Mudule A, Module B, kɛ Module C). Kɛ mitswa module titri lɛ, efeɔ JAR faili aŋkroaŋkroi kɛha sub-modules lɛ eko fɛɛ eko. Ehe miihia ni mafee kpee he tsɔɔlɔ ni baaha gbekɛbii lɛ afee nibii fɛɛ (...
[ { "from": "human", "value": "Te mafee tɛŋŋ maŋma tsɔne ni akɛtsuɔ nii lɛ he jwɛŋmɔ ko, ni mikɛ Python loo Java tsuɔ nii, ni buɔ yibɔi ni akɛtsuɔ nii lɛ fɛɛ he akɔntaa?" }, { "from": "gpt", "value": "Yóo! Python kɛ Java tsabaai ni akɛbuɔ foidamɔ fɛɛ loo nibii ni abua naa lɛ he akɔntaa nɛ:\\n\\nPy...
[ { "from": "human", "value": "Te mafee tɛŋŋ mafee Fibonacci sɛɛkuu kɛya yibɔ ko nɔ?" }, { "from": "gpt", "value": "Obaanyɛ okɛ kood ni nyiɛ sɛɛ nɛɛ atsu nii ni okɛfee Fibonacci sɛɛkuu kɛya yibɔ ko nɔ. \\n\\n```python\\ndef fibonacci(number):\\n a = 0\\n b = 1\\n result = []\\n result....
[ { "from": "human", "value": "Te mafee tɛŋŋ mikɛ algorithm ni yɔɔ Python mli lɛ atsu nii koni mikɛto dataset ko ni akɛha lɛ mli awo otii srɔtoi amli?" }, { "from": "gpt", "value": "Obaanyɛ okɛ kood ni nyiɛ sɛɛ nɛɛ atsu nii ni okɛ gbɛjianɔtoo ni yɔɔ Python mli lɛ atsu nii kɛtsɔ K-Neraest Akutsoŋbi...
[ { "from": "human", "value": "Miyɛ kood snippet ni tsɔɔ yibɔi ni aŋmala ashwie shi lɛ amli ni miisumɔ ni ekala yibɔi ni fe 5 pɛ. Te mafee tɛŋŋ matsake kood lɛ koni enyɛ eshɛ enɛ he?" }, { "from": "gpt", "value": "Obaanyɛ oshɛ enɛ he kɛtsɔ kood lɛ tsakemɔ nɔ koni okɛ shihilɛ mli wiemɔ afata he. Nɔ...
[ { "from": "human", "value": "Mikɛ be mli tɔmɔ ko miikpe yɛ mi-console nitsumɔ (VS2012) ni tsɔɔ \"dcasdk.dll\" lɛ mli. Conle app lɛ kɛ .Net Framework 4.5 miitsu nii kɛ gbɛjianɔtoo ni ato he gbɛjianɔ kɛha \"Any CPU\". Tɔmɔ ni minine shɛɔ nɔ ji: \"Minyɛŋ ekɛ faili loo kpee \\'dcasdk, Version=1.1.0, Kusum=neutr...
[ { "from": "human", "value": "Ani obaanyɛ okɛ nɔkwɛmɔnɔ ko ni tsɔɔ bɔ ni afeɔ tsɔne ni akɛkaseɔ nii lɛ he nɔkwɛmɔnɔ ni yɔɔ R ni heɔ yibɔi ni yɔɔ mli lɛ mli ni etsɔɔ teŋgbɛ lɛ?" }, { "from": "gpt", "value": "Ekã shi faŋŋ! Nɔkwɛmɔnɔ ko ni tsɔɔ bɔ ni obaanyɛ oshɛ nakai he kɛtsɔ aspect wojiatoohe lɛ ...
[ { "from": "human", "value": "Te mafee tɛŋŋ mafee React form nibii ni mikɛbaahe saji ni kɔɔ mɔ ko ni yɔɔ ŋmɔji kɛha gbɛi, email, kɛ tɛlifoŋ nɔmba lɛ he?" }, { "from": "gpt", "value": "Obaanyɛ okɛ kood ni nyiɛ sɛɛ nɛɛ atsu nii akɛ tsabaa. Enɛ ji React nitsumɔ fã ko ni atsɛɔ lɛ ContactForm ni ŋmɔji...
[ { "from": "human", "value": "Mikɛ linear model miitsu nii yɛ TensorFlow mli ni mibɔɔ mɔdɛŋ koni maná radient vector lɛ yɛ W kɛ b he. Shi, kɛ́ mikɛ tf.gradins (jara, tf.all_variable()) tsu nii lɛ, mi he ni miyɔɔ lɛ X kɛ Y hu fata he. Miisumɔ ni mikɛ w kɛ b. Te mafee tɛŋŋ matsi w kɛ b pɛ naa, ni te mafee tɛŋŋ...
[ { "from": "human", "value": "Ani gbɛ ko yɛ ni aaatsɔ nɔ afee F# gbɛjianɔtoo nɛɛ jogbaŋŋ kɛtsɔ nibii ni akɛtsuuu nii ni akɛtsuuu nii lɛ ni ajieɔ lɛ nɔ?" }, { "from": "gpt", "value": "Hɛɛ, obaanyɛ okɛ F# gbɛjianɔtoo ni aha lɛ afee nɔ ni hi jogbaŋŋ kɛtsɔ nɔ ni akɛtsuuu nii ni akɛtsuuu nii lɛ ni ooo...
[ { "from": "human", "value": "Mɛni ji shishijee gbɛjianɔtoo kɛha yibɔi ahe saji akui?" }, { "from": "gpt", "value": "Abaanyɛ ato shishijee algorithm kɛha yibɔi ahe saji akui tamɔ nɛkɛ:\\n\\n1. Halamɔ shishijee he kɛha algorithm lɛ.\\n2. Buu gbɛ ni kã shishijee lɛ kɛ data he ni eshwɛ lɛ eko fɛɛ ek...
[ { "from": "human", "value": "Mikɛ sane ko miikpe be mli ni mibɔɔ mɔdɛŋ akɛ mikɛ mihe awo phplyAdmin mli lɛ. Mikɛ xampp ewo mli ni kɛ́ mije Xampp sɛɛva lɛ shishi lɛ, etsɔɔ mi port tɔmɔ kɛha 3306. Bɔni afee ni matsu enɛ he nii lɛ, mitsake port lɛ kɛjɛ 3306 kɛtee 3307 yɛ mi.ini faili lɛ mli kɛ agbɛnɛ hu yɛ con...
[ { "from": "human", "value": "Te mafee tɛŋŋ mafee wɛb aplikeshin ko yɛ React mli ni tsɔɔ nibii ni afeɔ lɛ ahe mfoniri?" }, { "from": "gpt", "value": "Bɔni afee ni afee wɛb aplikeshin yɛ React mli ni tsɔɔ nibii ni yɔɔ jɛmɛ lɛ, obaanyɛ okɛ tsabaa nɛɛ atsu nii:\\n\\nKlɛŋklɛŋ lɛ, kɛmaje onitsumɔ lɛ. ...
[ { "from": "human", "value": "Miyɛ nibii babaoo ni ehe miihia ni mabu nibii nɛɛ ateŋ. Ani obaanyɛ oye obua mi ni mafee nitsumɔ ko yɛ Python mli koni manyɛ mashɛ enɛ he?" }, { "from": "gpt", "value": "Ekã shi faŋŋ! Python nitsumɔ ko ni buɔ gbɛjianɔtoo lɛ teŋgbɛ lɛ nɛ:\\n\\n```python\\ndef median(i...
[ { "from": "human", "value": "Ani gbɛ ko yɛ ni atsɔɔ nɔ aŋmalaa SQL sanebimɔ ko ni kɛ mɛi fɛɛ ni kɛ nibii ni amɛheɔ lɛ woɔ be pɔtɛɛ ko mli lɛ kuɔ sɛɛ? Ehe miihia ni maná nakai jarayelɔi lɛ ahe jarayelɔi lɛ. Ani obaanyɛ okɛ nɔkwɛmɔnɔ ko aha?" }, { "from": "gpt", "value": "Ekã shi faŋŋ! Kɛji ootsu ...
[ { "from": "human", "value": "Miibɔ mɔdɛŋ ni mafee SQL sanebimɔ ko ni kɛ ```csharp\\nusing System;\\nusing System.Collections.Generic;\\nusing System.ComponentModel;\\nusing System.Data;\\nusing System.Drawing;\\nusing System.Linq;\\nusing System.Text;\\nusing System.Windows.Forms;\\nusing System.Data.SqlCli...
[ { "from": "human", "value": "Te mafee tɛŋŋ maŋma gbɛjianɔtoo ko ni akɛbu Fibonacci yibɔ ni yɔɔ integer ko ni akɛwoɔ mli lɛ he lɛ he akɔntaa?" }, { "from": "gpt", "value": "Obaanyɛ okɛ kood ni nyiɛ sɛɛ nɛɛ atsu enɛ he nii:\\n\\n```python\\ndef fibonacci(n): \\n a = 0\\n b = 1\\n if n < 0...
[ { "from": "human", "value": "Miisumɔ ni mafee HTML okpɔlɔ ni yɔɔ hewalɛ yɛ JavaScript mli ni jieɔ nikaselɔi ahe saji akpo. Ani gbɛ ko yɛ ni aaatsɔ nɔ afee okpɔlɔ lɛ he gbɛjianɔ kɛtsɔ nikaselɔi lɛ agbɛ́i nɔ ni akɛ pagination kɛha 20 fɛɛ 20 fata he?" }, { "from": "gpt", "value": "Ekã shi faŋŋ! Oba...
[ { "from": "human", "value": "Mɛni ji Python nitsumɔ ni abaanyɛ akɛtsu nii ni akɛto nɔ ko ni akɛwoɔ mli lɛ he?" }, { "from": "gpt", "value": "Obaanyɛ okɛ Python nitsumɔ ni nyiɛ sɛɛ nɛɛ atsu nii koni onine ashɛ enɛ nɔ:\\n\\n```python\\ndef double(x):\\n return x * 2\\n```\\n\\nNitsumɔ nɛɛ heɔ p...
[ { "from": "human", "value": "Ani gbɛ ko yɛ ni aaatsɔ nɔ ana integer ni eshwɛ lɛ ni akɛ div nitsumɔ lɛ tsuuu nii? Mikɛ nɔkwɛmɔnɔ nɛɛ kpe he ni sɛɛnamɔ lɛ ni ajieɔ lɛ shwieɔ nɔ ni eshwɛ lɛ nɔ lɛ, shi ehe miihia ni majie nɔ ni eshwɛ lɛ. Te mafee tɛŋŋ mayɔse nɔ ni ji nɔ ni eshwɛ lɛ yɛ sane nɛɛ mli?\\n\\n```asse...
[ { "from": "human", "value": "Te mafee tɛŋŋ mafee nikasemɔ ni mli kwɔ ni PyTorch yɔɔ mli kɛha kooloi amligbalamɔ?" }, { "from": "gpt", "value": "Kɛji ootao ni okɛ PyTorch atsu nii kɛfee Nikasemɔ ni mli kwɔ kɛha kooloi amlijaa lɛ, obaanyɛ onyiɛ gbɛi ni yɔɔ shishi nɛɛ asɛɛ:\\n\\n1. Okɛ wojiatoohei ...
[ { "from": "human", "value": "Te mafee tɛŋŋ makala nodes ni yɔɔ binary taomɔ tso ko mli lɛ yɛ sɛɛkuu mli kɛtsɔ Python nɔ?" }, { "from": "gpt", "value": "Bɔni afee ni okala nodes lɛ yɛ binary taomɔ tso ko mli yɛ gbɛ ni tsɔɔ sɛɛ lɛ nɔ lɛ, obaanyɛ okɛ gbɛ ni atsɔɔ nɔ atsakeɔ nii lɛ atsu nii. Nɔkwɛmɔ...
[ { "from": "human", "value": "Te mafee tɛŋŋ mafee Python gbɛjianɔtoo ko ni gbalaa wiemɔ kukuji lɛ amli yɛ kui ejwɛ mli: nɔ ni hi, nɔ ni ehiii, nɔ ni bɛ mli, ni aleee?" }, { "from": "gpt", "value": "Obaanyɛ onine ashɛ enɛ nɔ kɛtsɔ kood ni nyiɛ sɛɛ nɛɛ nɔ:\\n\\n```python\\ncategories = []\\n\\nfor ...
[ { "from": "human", "value": "Te mafee tɛŋŋ maŋma JavaScript nitsumɔ ko ni taoɔ nibii fɛɛ ni baa yɛ sub-string ni yɔɔ string ko mli lɛ mli yɛ gbɛ ni bɛ shishinumɔ nɔ ni ekɛ nɔ ni baa lɛ eko fɛɛ eko he index lɛ baa?" }, { "from": "gpt", "value": "Obaanyɛ okɛ JavaScript nitsumɔ ni nyiɛ sɛɛ nɛɛ atsu...
[ { "from": "human", "value": "Ani obaanyɛ okɛ kooloi 10 ni yɔɔ jɛmɛ lɛ kɛ amɛshihilɛhei ni kɛ amɛhe kpãa gbee lɛ ahe saji aha?" }, { "from": "gpt", "value": "Yóo! Koolooi 10 ni fata amɛ shihilɛhei lɛ ahe nɛ:\\n\\n1. Polar bear - Arctic kpokpai\\n2. Gorilla - Afrika kooi ni mli edɔ\\n3. Tiger - Ko...
[ { "from": "human", "value": "Miji mɔ hee kɛha Go ni mikɛ mi-code lɛ miitsu nii. Miyɛ kood ko ni feɔ pointer list ni ekɛ nibii heei fataa he. Shi, yɛ loop lɛ sɛɛ lɛ, nibii fɛɛ ni yɔɔ wolo lɛ mli lɛ bafeɔ nɔ ni yɔɔ mlɛo. Miyiŋ efutu mi ejaakɛ logs ni yɔɔ loop lɛ mli lɛ kalaa nibii lɛ jogbaŋŋ, no hewɔ lɛ amɛje...
[ { "from": "human", "value": "Mikɛ Maven Assembly Plugin lɛ etsu nii ni mikɛfee JAR faili babaoo kɛjɛ JAR faili kome mli. Amrɔ nɛɛ, ehe miihia ni makala JAR faili nɛɛ kɛya maŋ lɛ mli nibii atoohe lɛ, tamɔ bɔ ni akala Maven JARs krokomɛi lɛ diɛŋtsɛ kɛji mikɛ \"mvn clean install\" tsu nii. Te mafee tɛŋŋ mashɛ ...
[ { "from": "human", "value": "Miisumɔ ni mafee JavaScript gbɛjianɔtoo ko ni baanyɛ akane Hɔgbaa yibɔ ni yɔɔ gbii enyɔ ni atsɔɔ lɛ ateŋ. Te mafee tɛŋŋ mashɛ enɛ he?" }, { "from": "gpt", "value": "Obaanyɛ okɛ kood ni nyiɛ sɛɛ nɛɛ atsu nitsumɔ nɛɛ he nii:\\n\\n```javascript\\nfunction countSundays(s...
[ { "from": "human", "value": "Ani gbɛ ko yɛ ni atsɔɔ nɔ aŋmalaa Python gbɛjianɔtoo ko ni kɛ 5-letter string baa? Miisumɔ ni mikɛ enɛ atsu nii yɛ mi nitsumɔ lɛ mli he ni ehe hiaa ni mafee nɔ ko ni yɔɔ srɔto kɛha nibii komɛi." }, { "from": "gpt", "value": "Hɛɛ, lɛɛlɛŋ! Obaanyɛ oshɛ enɛ he kɛtsɔ ```...
[ { "from": "human", "value": "Miyɛ wiemɔ ```python\\ndef custom_format(input_expression: Any) -> str:\\n # Your implementation here\\n pass\\n``` ni miisumɔ ni matsɔɔ e-data henɔ lɛ ni mafee nɔ ni jɛ mli ba lɛ akɛ string kɛ prefix. Ani mɔ ko baanyɛ aye abua mi ni mafee kusum nifeemɔ ko koni manyɛ mashɛ...
[ { "from": "human", "value": "Mikɛ sane ko miikpe beni mibɔɔ mɔdɛŋ ni miŋma string kɛya faili ko ni yɔɔ Python mli lɛ. Mi kood lɛ bɔɔ mɔdɛŋ ni ekɛ strings babaoo afee ekome ni eŋma kɛya faili mli. Shi, kɛ́ mikɛ niŋmaa lɛ tsu nii lɛ, minine shɛɔ UnicodeEncodeError ko nɔ ni tsɔɔ akɛ \\'ascii\\' codec lɛ nyɛŋ a...
[ { "from": "human", "value": "Mɛni ji gbɛ ni hi fe fɛɛ ni atsɔɔ nɔ akɛ tɔmɔ ni akɛtsuɔ nii jogbaŋŋ lɛ fataa kood ni aha lɛ he?" }, { "from": "gpt", "value": "Kɛji ootao ni oha kood ni aha lɛ aya hiɛ kɛtsɔ tɔmɔ ni akɛtsuɔ nii jogbaŋŋ lɛ ni okɛbaafata he lɛ nɔ lɛ, obaanyɛ okɛ try-catch gbɛjianɔtoo ...
[ { "from": "human", "value": "Te mafee tɛŋŋ mafee Python code nɛɛ ni buɔ yibɔi ni ato he gbɛjianɔ lɛ he akɔntaa, bɔni afee ni eha etsu nii oya?" }, { "from": "gpt", "value": "Kɛji ootao ni okɛ Python kood ni aha lɛ atsu nii jogbaŋŋ lɛ, obaanyɛ ofee tsakemɔi ni nyiɛ sɛɛ nɛɛ:\\n\\n1. Yɛ nɔ najiaŋ n...
[ { "from": "human", "value": "Miyɛ loop ko ni jieɔ wiemɔi kɛjɛɔ mli kɛji amɛlɛɛmɔ fe 3. Ani gbɛ ko yɛ ni atsɔɔ nɔ aŋmalaa nɛkɛ loop nɛɛ ekoŋŋ kɛtsɔ list shishinumɔ nɔ? Ani obaanyɛ otsɔɔ mi bɔ ni mafee?" }, { "from": "gpt", "value": "Hɛɛ, obaanyɛ okɛ list shishinumɔ atsu nii koni onine ashɛ nɔ ni ...
[ { "from": "human", "value": "Ani gbɛ ko yɛ ni atsɔɔ nɔ ajieɔ nth hee ni jɛ okpɔlɔ ko nɔ yɛ SQL mli lɛ, he ni atoɔ niŋmaai lɛ ahe gbɛjianɔ yɛ gbi lɛ nɔ?" }, { "from": "gpt", "value": "Hɛɛ, obaanyɛ oshɛ enɛ he kɛtsɔ SQL sanebimɔ ni okɛaatsu nii lɛ nɔ. Nɔkwɛmɔnɔ sanebimɔ ko ni halaa nth hee ni aŋma...
[ { "from": "human", "value": "Mikɛ Python 3.x miitsu nii yɛ VS Code nɔ yɛ Ubuntu 20.04 LTS nɔ ni minine shɛɔ tɔmɔ nɔ: \\'Nitsumɔ \"Path.to.own.sc.sc.sc.’ nyɛɛɛ atsu Pylance he nii (kutumɔ Immliports)\\'\\'. Mi Python 3.9x niŋmaa lɛ jeɔ shishi kɛ kusum \"nitsumɔi\" module kɛjɛɔ gbɛ pɔtɛɛ ko nɔ. Akɛ module lɛ ...
[ { "from": "human", "value": "<p>Ani gbɛ ko yɛ ni atsɔɔ nɔ akɛ niŋmaa woɔ application kroko mli kɛtsɔ C# loo C++ nɔ? Mikaiɔ nɔ ko ni ejaaa yɛ HWND ni akɛtsuɔ nii lɛ he, shi mileee bɔ ni mafee maya nɔ mafee nakai. Ani ehe miihia ni maná apps ni tsuɔ nii lɛ ahe wolo, ni no sɛɛ lɛ, majie nɔ ni misumɔɔ lɛ yɛ gbɛ...
[ { "from": "human", "value": "<p>Beni mikwɛɔ Gameboy gbɛtsɔɔmɔ kuu lɛ mli lɛ, mikɛ gbɛtsɔɔmɔi tamɔ:</p>\\n\\n```\\nLD A, A\\nLD B, B\\nLD C, C\\nLD D, D\\n...\\n```\\n\\n<p>Nɛkɛ gbɛtsɔɔmɔi nɛɛ yɛ amɛ diɛŋtsɛ amɛ opcodes yɛ okpɔlɔ nɛɛ naa, ni no haa misusuɔ akɛ amɛhe hiaa yɛ opcodes ayibɔ ni faaa lɛ hewɔ.</p>...
[ { "from": "human", "value": "Miibɔ mɔdɛŋ ni mafee Java gbɛjianɔtoo ko ni kɛ Fibonacci yibɔi baa ekoŋŋ. Kɛfata he lɛ, miisumɔ ni matsɔɔ kɛji Fibonacci yibɔ fɛɛ yibɔ ji sqɛɛ ni hi jogbaŋŋ loo jeee nakai. Ani mɔ ko baanyɛ aha mi tsabaa?" }, { "from": "gpt", "value": "Ekã shi faŋŋ! Java tsabaa ni gb...
[ { "from": "human", "value": "<p>Miyɛ MySQL sanebimɔ ni halaa saji kɛjɛɔ okpɔlɔ ni atsɛɔ lɛ \"contacts\". Mɔ fɛɛ mɔ ni akɛ lɛ kpeɔ lɛ ekɛ nibii ni aheɔ yɛ okpɔlɔ kroko nɔ lɛ efata he. Miisumɔ ni matsɔɔ mɔ fɛɛ mɔ gbɛi kɛ nibii ni amɛhe lɛ ayibɔ, tamɔ nɛkɛ:</p>\\n\\n```\\nAdam(1)\\nMike(8)\\nSteve(3)\\n```\\n\...
[ { "from": "human", "value": "Miitao yelikɛbuamɔ ni afee gbɛjianɔtoo ko ni baanyɛ atsɔɔ kɛji string ko ji palindrome. Ani mɔ ko baanyɛ ekɛ tsabaa aha?" }, { "from": "gpt", "value": "Yóo! Mibaanyɛ maye mabua bo yɛ nakai sane lɛ mli. Naa tsabaa yɛ Python mli:\\n\\n```python\\ndef is_palindrome(s):\...
[ { "from": "human", "value": "Miisumɔ ni makɛ mi Azure database lɛ abɔ he ni mikɛtsu nii kɛjɛ .fsx faili mli. Gbɛ ni atsɔɔ kɛha C# ji:\\n```\\nSqlConnectionStringBuilder builder = new SqlConnectionStringBuilder();\\nbuilder.DataSource = \\\"your_server.database.windows.net\\\"; \\nbuilder.UserID = \\\"your_u...
[ { "from": "human", "value": "Te mafee tɛŋŋ mafee JavaScript nitsumɔ ko ni kpɛlɛɔ integers kɛ fãi fɛɛ nɔ akɛ nibii ni akɛwoɔ mli, he ni nɔ fɛɛ nɔ ni akɛwoɔ mli lɛ damɔ shi kɛha yibɔ ni mli wa ni yɔɔ fãi diɛŋtsɛ ni yɔɔ jwɛŋmɔ lɛ? Miisumɔ ni nitsumɔ lɛ atsu babaoo kɛ nibii ni ajieɔ lɛ kpo yɛ nɛkɛ sɛɛnamɔi ni m...
[ { "from": "human", "value": "Ani obaanyɛ okɛ AI tsabaa aha kɛtsɔ TensorFlow nɔ koni okɛtsɔɔ sɛɛnamɔ ni yɔɔ y lɛ he yɛ x values \\u200b\\u200bni ato he gbɛjianɔ lɛ nɔ?" }, { "from": "gpt", "value": "Yóo! Nɔkwɛmɔnɔ ko ni akɛ TensorFlow tsuɔ nii:\\n\\n```python\\nimport numpy as np\\nimport tensorf...
[ { "from": "human", "value": "Miibɔ mɔdɛŋ ni maŋma ```rust\\nuse mongodb::{Client, Collection, ClientSession};\\nuse mongodb::bson::Document;\\nuse std::future::Future;\\n\\npub enum Never {}\\n\\nfn main() {\\n run_transaction(|mut session| async move {\\n let document = collection().find_one_with...
[ { "from": "human", "value": "Te mafee tɛŋŋ majie sɛɛnamɔi ni ji enyɔ lɛ fɛɛ kɛjɛ nibii ni aŋmala ashwie shi yɛ Python mli lɛ amli?" }, { "from": "gpt", "value": "Obaanyɛ onine ashɛ enɛ nɔ kɛtsɔ kood ni nyiɛ sɛɛ nɛɛ nɔ:\\n\\n```python\\ndef remove_duplicates(lst):\\n output = []\\n for item...
[ { "from": "human", "value": "Miisumɔ ni mafee HTML baafa ni wolo ni buaa mɔ ni kɛtsuɔ nii lɛ gbɛi kɛ e-mail naa. Kɛji mɔ ni kɛtsuɔ nii lɛ kɛ wolo lɛ ha lɛ, miisumɔ ni mikɛ POST nibimɔ amaje sɛɛva ko ni mikɛ nibimɔ kuu lɛ awo mli. Ani mɔ ko baanyɛ aye abua mi kɛ kode kɛha enɛ?" }, { "from": "gpt", ...
[ { "from": "human", "value": "Ani abaanyɛ atsɔse tsɔne nikasemɔ nɔkwɛmɔnɔ yɛ Python mli kɛtsɔ dataset pɔtɛɛ ko nɔ ni no sɛɛ lɛ afee futumɔ matrix kɛha sɛɛyoomɔ?" }, { "from": "gpt", "value": "Hɛɛ, abaanyɛ atsɔse tsɔne ni akɛkaseɔ nii yɛ Python mli lɛ kɛtsɔ dataset ko ni akɛha lɛ nɔ ni okɛ matrix ...
[ { "from": "human", "value": "Mɛni ji shɛɛ sane komɛi ni ehe gbɛi ni akɛtsuɔ nii kɛhaa Ruby on Rails applications? Miitsu nii yɛ aplikeshin bibioo ko nɔ ni ehe miihia ni mikɛ shɛɛ sane ko afata he koni mikɛtsu nitsumɔi ni yɔɔ sɛɛgbɛ lɛ ahe nii. Minu Starling kɛ Nitsumɔ he, shi misusuɔ he akɛ ani gbɛi ni hi f...
[ { "from": "human", "value": "Te mafee tɛŋŋ mafee nitsumɔ ko yɛ jQuery mli ni baaha nɔ ko ni anaa lɛ afee nɔ ni anaa kɛji akɛ akliki nɔ ko nɔ?" }, { "from": "gpt", "value": "Obaanyɛ oshɛ enɛ he kɛtsɔ jQuery wojiatoohe lɛ ni okɛaatsu nii lɛ nɔ. Klɛŋklɛŋ lɛ, kwɛmɔ ni okɛ jQuery wojiatoohe lɛ awo o-...
[ { "from": "human", "value": "Mɛni hewɔ Python wolo ni akɛwoɔ tso lɛ mli lɛ nyiɛɛɛ PEP8 gbɛi ahe kpeei lɛ asɛɛ lɛ? Nɔkwɛmɔnɔ, kɛ 'getLogger' atsu nii yɛ 'get_logger' najiaŋ. Ani eji nɔ ni ha ehe miihia ni aku sɛɛ afee nɔ ni kɛ ehe kpãa gbee loo eji yiŋkpɛɛ ni mɛi ni fee tso lɛ mli nibii ni akɛwoɔ tsɔne mli l...
[ { "from": "human", "value": "Miyɛ gbɛjianɔtoo he naagba ko ni kɔɔ kuu ni yɔɔ ActiveRecord lɛ he. Miyɛ ```ruby\\nparams[:product][:shop_id] = \\\"20\\\"\\n``` klas ni fata `Product` klas he. Mikɛ `Shop` miitsu nii koni mikɛfee shwapo hee beni mifeɔ nibii heei. Etsuɔ nii jogbaŋŋ kɛ́ mikɛ shwapo lɛ gbɛi lɛ ha ...
[ { "from": "human", "value": "Miibɔ mɔdɛŋ ni matsɔɔ saji enyɔ ni yɔɔ bar graph mli kɛtsɔ matplotlib nɔ. Kɛha enɛ lɛ, mikɛ axes enyɔ ni yɔɔ ```python\\n#!/usr/bin/env python\\nimport numpy as np\\nimport matplotlib\\nmatplotlib.use('Agg')\\nimport matplotlib.pyplot as plt\\n\\nmatplotlib.rcParams.update({'fon...
[ { "from": "human", "value": "Te mafee tɛŋŋ matsake Ruby code nɛɛ koni ejie gbii abɔ ni nitsulɔ ko etsu nii yɛ nitsumɔ pɔtɛɛ ko he lɛ kpo?\\n\\n```ruby\\nstart_project_date = \\\"2021\\u5e746\\u670810\\u65e5\\\"\\n```" }, { "from": "gpt", "value": "Kɛji ootao ni obu gbii abɔ ni nitsulɔ ko etsu ni...
[ { "from": "human", "value": "Mikɛ odaseyeli-kɛ-susumɔ JIT kɔmpiler ni yɔɔ C mli lɛ miitsu nii, ni amrɔ nɛɛ mifeɔ nibii ni akɛbuaa naa lɛ ahe mlai. Shi kɛlɛ, mina akɛ inline collection nitsumɔ ni yɔɔ C lɛ tsuɔ nii kɛ string literals pɛ ni ale yɛ compile be mli. Enɛ tsɔɔ akɛ minyɛɛɛ mikɛtsu nii ni mikɛ mi-cod...
[ { "from": "human", "value": "Ani obaanyɛ okɛ AI-based solution aha kɛha data gbɛjianɔtoo ko ni afee lɛ mlɛo yɛ Python ni ŋmɛɔ gbɛ ni akɛ key-value woɔ mli, taomɔ, kɛ nibii ni ajieɔ kɛjɛɔ mli lɛ mli?" }, { "from": "gpt", "value": "Ekã shi faŋŋ! Obaanyɛ onine ashɛ enɛ nɔ kɛtsɔ Python klas ni atsɛɔ...
[ { "from": "human", "value": "Mɛni ji SQL sanebimɔ ni akɛbuɔ kɔɔyɔŋ lɛlɛ fɛɛ kɔɔyɔŋ lɛlɛ fɛɛ jara fɛɛ he akɔntaa yɛ database mli?" }, { "from": "gpt", "value": "Kɛji ootao ni obu jara fɛɛ ni yɔɔ kɔɔyɔŋ lɛlɛ fɛɛ kɔɔyɔŋ lɛlɛ mli yɛ SQL database mli lɛ he akɔntaa lɛ, obaanyɛ okɛ sanebimɔ ni nyiɛ sɛɛ...
[ { "from": "human", "value": "Ani obaanyɛ okɛ JavaScript kood snippet aha koni okɛto yibɔ he gbɛjianɔ ni otsake kɛya 2 decimal hei?" }, { "from": "gpt", "value": "Ekã shi faŋŋ! JavaScript kodɛ ni tsuɔ nitsumɔ ni ataoɔ lɛ he nii nɛ:\\n\\n```javascript\\nlet num = 3.14159;\\nlet formattedNum = num....
[ { "from": "human", "value": "Miitsu nitsumɔ ko ni miisumɔ ni mɔ ni kɛtsuɔ nii lɛ awo saji fɛɛ ni ajie lɛ kpo yɛ okpɔlɔ nɔ lɛ mli ni mikɛha lɛ he nii. Shi kɛlɛ, mikɛ sane ko miikpe ni Id kɛ CompanyID ŋmɔji lɛ eyaaa auto-reated kɛji akɛ akɛ HTML.HiddenFor nibii lɛ miitsu nii. Miyɛ tɔmɔ ni nyiɛ sɛɛ nɛɛ: \"Syst...
[ { "from": "human", "value": "Mikɛ ASP.NET Core Web API kɛ nitsumɔ ni ajaa miitsu nii yɛ Blazor WebAssembly nitsumɔ ko mli. Kɛ mifee GET nibimɔ akɛ mikɛ ```\\nSystem.Threading.Tasks.TaskCanceledException: The request was canceled due to the configured HttpClient.Timeout of 100 seconds elapsing.\\n---> System...
[ { "from": "human", "value": "Miyɛ yibɔi srɔtoi ni miisumɔ ni mana yibɔi bibii enyɔ ni yɔɔ array lɛ mli lɛ. Te mafee tɛŋŋ maŋma gbɛjianɔtoo ko ni matsu nitsumɔ nɛɛ he nii?" }, { "from": "gpt", "value": "Obaanyɛ okɛ kood ni nyiɛ sɛɛ nɛɛ atsu nii ni okɛna yibɔi bibii enyɔ lɛ yɛ gbɛjianɔtoo mli ni o...
[ { "from": "human", "value": "Ani mɔ ko baanyɛ ekɛ PowerShell niŋmaa aha koni ena kɛji nitsumɔ pɔtɛɛ ko miitsu nii loo etsuuu nii?" }, { "from": "gpt", "value": "Ekã shi faŋŋ! Nɔkwɛmɔnɔ ko ni kɔɔ PowerShell niŋmaa ni kwɛɔ nitsumɔ ko he lɛ he nɛ:\\n\\n```powershell\\n$ServiceName = \\\"MyService\\...
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This dataset is made available because of Ghana NLP's volunteer driven research work. Please consider contributing to any of our projects on Github

Dataset Description

Code-170k-ga is a groundbreaking dataset containing 176,999 programming conversations, originally sourced from glaiveai/glaive-code-assistant-v2 and translated into Ga, making coding education accessible to Ga speakers.

🌟 Key Features

  • 176,999 high-quality conversations about programming and coding
  • Pure Ga language - democratizing coding education
  • Multi-turn dialogues covering various programming concepts
  • Diverse topics: algorithms, data structures, debugging, best practices, and more
  • Ready for instruction tuning of Large Language Models

🎯 Use Cases

  • Training Ga-language coding assistants
  • Building educational tools for Ga developers
  • Researching multilingual code generation
  • Creating programming tutorials in Ga
  • Supporting low-resource language AI development

Dataset Structure

Data Fields

  • conversations: A list of conversation turns, where each turn contains:
    • from: The speaker ("human" or "gpt")
    • value: The message content in Ga

Example

{
  "conversations": [
    {
      "from": "human",
      "value": "[Question in Ga]"
    },
    {
      "from": "gpt",
      "value": "[Answer in Ga]"
    }
  ]
}

Usage

Loading the Dataset

from datasets import load_dataset

# Load the dataset
dataset = load_dataset("michsethowusu/Code-170k-ga")

# Access training data
train_data = dataset['train']

# Example: Print first conversation
for turn in train_data[0]['conversations']:
    print(f"{turn['from']}: {turn['value']}")

Citation

@dataset{code170k_ga,
  title={Code-170k-ga: Programming Conversations in Ga},
  year={2025},
  publisher={Hugging Face},
  url={https://huggingface.co/datasets/michsethowusu/Code-170k-ga}
}

License

This dataset is released under the Apache 2.0 License.


Thank you for using Code-170k-ga to advance programming education in Ga! 🌍✨

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