From matematica.a3k at gmail.com Mon Jul 3 06:35:14 2023 From: matematica.a3k at gmail.com (=?UTF-8?Q?Matem=C3=A1tica_A3K?=) Date: Mon, 3 Jul 2023 07:35:14 -0300 Subject: [scikit-learn] New FOSS project powered by scikit-learn: tradero Message-ID: tradero is a tool for achieving self-funding via trading. Self-funding means generating the means independently to cover a budget in order to opt by the value it produces rather than out of economic necessity. It tracks Symbols in an Exchange with a time resolution, calculates indicators and presents them in an useful way so the user can perform trading more effectively. The application is available at https://tradero.dev The full documentation is at https://tradero.readthedocs.io or the /docs directory. Community: * GitHub: https://github.com/math-a3k/tradero * Discord: https://discord.com/channels/1120602573607551049/1120602574488338505 * Mailing list: https://groups.google.com/g/tradero -------------- next part -------------- An HTML attachment was scrubbed... URL: From g.lemaitre58 at gmail.com Sat Jul 8 18:20:38 2023 From: g.lemaitre58 at gmail.com (=?UTF-8?Q?Guillaume_Lema=C3=AEtre?=) Date: Sun, 9 Jul 2023 00:20:38 +0200 Subject: [scikit-learn] ANN: imbalanced-learn 0.11.0 released Message-ID: Hi all, We are happy to announce the 0.11.0 version of imbalanced-learn. imbalanced-learn is a toolbox aiming at providing a wide range of methods to cope with the problem of imbalanced data sets frequently encountered in machine learning and data mining. This release makes sure to be fully compatible with scikit-learn 1.0, 1.1, 1.2, and 1.3 pip install -U imbalanced-learn The conda-forge builds will be available shortly, which you can then install using: conda install -c conda-forge imbalanced-learn For more information, examples, and documentation, please visit: https:// imbalanced-learn.org Cheers, -- Guillaume Lemaitre Scikit-learn @ Inria Foundation https://glemaitre.github.io/ -------------- next part -------------- An HTML attachment was scrubbed... URL: From adrin.jalali at gmail.com Mon Jul 10 10:27:40 2023 From: adrin.jalali at gmail.com (Adrin) Date: Mon, 10 Jul 2023 16:27:40 +0200 Subject: [scikit-learn] VOTE: adding a documentation team to the scikit-learn governance Message-ID: Hi, There's been a proposal to add a documentation team, and https://github.com/scikit-learn/scikit-learn/pull/26714 proposes the concrete changes. This is to recognize the work of people who have a focus on our documentation, as well as giving them the right tools and permissions to be more effective in their contributions. This is a call for a vote, and will be open for a month, concluding on August 10th. Discussions are welcome here or on the PR, and core contributors, as defined in our governance can cast their vote as an approval or a "request change" on the PR: https://github.com/scikit-learn/scikit-learn/pull/26714 Best, Adrin -------------- next part -------------- An HTML attachment was scrubbed... URL: From florin at andrei.myip.org Fri Jul 14 16:48:07 2023 From: florin at andrei.myip.org (Florin Andrei) Date: Fri, 14 Jul 2023 13:48:07 -0700 Subject: [scikit-learn] passing y to .transform() in pipeline Message-ID: <7f5b8399b49f196de6a0cc06f6b4c197@andrei.myip.org> Any chance Pipeline will allow the target (y) to be passed to transformers? I'm not talking about transforming y, although that would be nice. I'm just talking about having y passed as an argument to transformers in the .transform() call. That would allow me to easily run my own target encoders. Currently, not having y available during .transform() is very restrictive. Thanks! -- Florin Andrei https://florin.myip.org/ From jaimeduendecitoxxx at gmail.com Fri Jul 14 23:06:09 2023 From: jaimeduendecitoxxx at gmail.com (Axel Yair Rodriguez Garcia) Date: Fri, 14 Jul 2023 21:06:09 -0600 Subject: [scikit-learn] A: In-Reply-To: <7f5b8399b49f196de6a0cc06f6b4c197@andrei.myip.org> References: <7f5b8399b49f196de6a0cc06f6b4c197@andrei.myip.org> Message-ID: A favor could I ask you to help me where does this transfer arrive the location El vie., 14 de julio de 2023 3:05 p. m., Florin Andrei < florin at andrei.myip.org> escribi?: > Any chance Pipeline will allow the target (y) to be passed to > transformers? > > I'm not talking about transforming y, although that would be nice. > > I'm just talking about having y passed as an argument to transformers in > the .transform() call. That would allow me to easily run my own target > encoders. > > Currently, not having y available during .transform() is very > restrictive. > > Thanks! > > -- > Florin Andrei > https://florin.myip.org/ > _______________________________________________ > scikit-learn mailing list > scikit-learn at python.org > https://mail.python.org/mailman/listinfo/scikit-learn > -------------- next part -------------- An HTML attachment was scrubbed... URL: -------------- next part -------------- A non-text attachment was scrubbed... Name: Screenshot_20230714-210559_WhatsApp.jpg Type: image/jpeg Size: 82200 bytes Desc: not available URL: From gael.varoquaux at normalesup.org Sun Jul 16 12:03:17 2023 From: gael.varoquaux at normalesup.org (=?ISO-8859-1?Q?Ga=EBl_Varoquaux?=) Date: Sun, 16 Jul 2023 18:03:17 +0200 Subject: [scikit-learn] passing y to .transform() in pipeline In-Reply-To: <7f5b8399b49f196de6a0cc06f6b4c197@andrei.myip.org> References: <7f5b8399b49f196de6a0cc06f6b4c197@andrei.myip.org> Message-ID: <481afdc5-4bbe-4378-891c-0c97444e492e@normalesup.org> The reason to separate fit from transform is to have a operation (transform) that does not use the "y". Indeed, in supervised learning, when not at fit time, the y is not available. If your setting is that you never have a situation where y is not available and you want to transform the data using y, you may want to define fit_transform and not define fit or transform. You should then be able to call fit_transform on the Pipeline. Not however that this is a bit of an unusual pattern in scikit-learn, as it is not a classic setting of machine learning. Cheers, Ga?l On Jul 14, 2023, 23:07, at 23:07, Florin Andrei wrote: >Any chance Pipeline will allow the target (y) to be passed to >transformers? > >I'm not talking about transforming y, although that would be nice. > >I'm just talking about having y passed as an argument to transformers >in >the .transform() call. That would allow me to easily run my own target >encoders. > >Currently, not having y available during .transform() is very >restrictive. > >Thanks! > >-- >Florin Andrei >https://florin.myip.org/ >_______________________________________________ >scikit-learn mailing list >scikit-learn at python.org >https://mail.python.org/mailman/listinfo/scikit-learn -------------- next part -------------- An HTML attachment was scrubbed... URL: From ido2267 at gmail.com Wed Jul 19 03:42:14 2023 From: ido2267 at gmail.com (=?UTF-8?B?16LXk9eVINeh15XXp9eV15zXldeR16HXp9eZ?=) Date: Wed, 19 Jul 2023 10:42:14 +0300 Subject: [scikit-learn] Subject: An error in an example Message-ID: Good morning: I visited this web page to learn about sklearn.compose.ColumnTransformer https://scikit-learn.org/stable/modules/generated/sklearn.compose.ColumnTransformer.html I copied the example in the bottom of the page to my Spider editor and executed it The final command resulted in this error message: -- ????? ??? ??????????, 0544697279 From haxtecelsess1 at gmail.com Wed Jul 19 15:08:11 2023 From: haxtecelsess1 at gmail.com (haxan aqarsu) Date: Wed, 19 Jul 2023 20:08:11 +0100 Subject: [scikit-learn] Using scikit-learn for homework. Message-ID: Hi sir/ madam I am a university student. If I use your scikit Learn code for my homework, do I need to write the authors who wrote these codes? I do not want to plagiarize. I really appreciate you if you reply my message. Kind regards, -------------- next part -------------- An HTML attachment was scrubbed... URL: From adrin.jalali at gmail.com Wed Jul 19 17:10:33 2023 From: adrin.jalali at gmail.com (Adrin) Date: Wed, 19 Jul 2023 23:10:33 +0200 Subject: [scikit-learn] Using scikit-learn for homework. In-Reply-To: References: Message-ID: Hi, Thanks for checking. But you don't need to write the authors, you only need to say you've used scikit-learn (and ideally which parts of scikit-learn), and then it's all okay. If you copy some code from the scikit-learn code-base instead of using our tools, then you could include our copyright in what you hand in, and write that you've taken that part from scikit-learn. Best, Adrin On Wed, Jul 19, 2023 at 9:09?PM haxan aqarsu wrote: > Hi sir/ madam > > I am a university student. If I use your scikit Learn code for my > homework, do I need to write the authors who wrote these codes? I do not > want to plagiarize. > > I really appreciate you if you reply my message. > > Kind regards, > _______________________________________________ > scikit-learn mailing list > scikit-learn at python.org > https://mail.python.org/mailman/listinfo/scikit-learn > -------------- next part -------------- An HTML attachment was scrubbed... URL: From haxtecelsess1 at gmail.com Thu Jul 20 05:15:18 2023 From: haxtecelsess1 at gmail.com (haxan aqarsu) Date: Thu, 20 Jul 2023 10:15:18 +0100 Subject: [scikit-learn] Using scikit-learn for homework. In-Reply-To: References: Message-ID: Hi Adrin Thank you for replying my email. I used this code "from sklearn.linear_model import LinearRegression" And, I wrote this explanation: #sklearn.linear_model.LinearRegression: The LinearRegression class from the sklearn.linear_model module is part of the scikit-learn library, which is a popular machine learning library in Python. In the code, LinearRegression is used to perform linear regression and estimate the best-fit lines for the chemical parameters against the SiO2 content. It calculates the slope and intercept of the lines based on the provided data.# Kind regards Hasan On Wed, 19 Jul 2023, 22:13 Adrin, wrote: > Hi, > > Thanks for checking. But you don't need to write the authors, you only > need to say you've used scikit-learn (and ideally which parts of > scikit-learn), and then it's all okay. > > If you copy some code from the scikit-learn code-base instead of using our > tools, then you could include our copyright in what you hand in, and write > that you've taken that part from scikit-learn. > > Best, > Adrin > > On Wed, Jul 19, 2023 at 9:09?PM haxan aqarsu > wrote: > >> Hi sir/ madam >> >> I am a university student. If I use your scikit Learn code for my >> homework, do I need to write the authors who wrote these codes? I do not >> want to plagiarize. >> >> I really appreciate you if you reply my message. >> >> Kind regards, >> _______________________________________________ >> scikit-learn mailing list >> scikit-learn at python.org >> https://mail.python.org/mailman/listinfo/scikit-learn >> > _______________________________________________ > scikit-learn mailing list > scikit-learn at python.org > https://mail.python.org/mailman/listinfo/scikit-learn > -------------- next part -------------- An HTML attachment was scrubbed... URL: