rasbt/machine-learning-book issues and pull requests

#192 - RuntimeError: "nll_loss_forward_reduce_cuda_kernel_2d_index" not implemented for 'Int'

Issue - State: closed - Opened by leizhanggit 15 days ago - 2 comments

#191 - Chapter 14, Dropout after pooling layers in smile classification resulted in worse accuracy

Issue - State: closed - Opened by alvinng4 about 1 month ago - 2 comments

#189 - Chapter 19, Reinforcement Learning, p. 691

Issue - State: open - Opened by Maryisme about 2 months ago - 2 comments

#188 - Updates affinity -> metric in agglomerative clustering for sklearn > 1.2

Pull Request - State: closed - Opened by rasbt about 2 months ago - 1 comment

#187 - TypeError: unexpected keyword argument 'affinity'

Issue - State: closed - Opened by decorouz about 2 months ago - 1 comment

#185 - ADALINE with 2 features decision function. Chapter 2, Page 40

Issue - State: closed - Opened by manas007 about 2 months ago - 1 comment

#184 - Update README.md

Pull Request - State: closed - Opened by rasbt 2 months ago

#183 - Apply pandas append fix to ch08 python script

Pull Request - State: closed - Opened by rasbt 2 months ago

#182 - AttributeError: 'DataFrame' object has no attribute 'append' for Pandas >=2

Issue - State: closed - Opened by decorouz 2 months ago - 1 comment

#180 - Add a pandas 2.0 check

Pull Request - State: closed - Opened by rasbt 4 months ago - 1 comment

#178 - ValueError: 'red' is not a valid color value.

Issue - State: closed - Opened by kcolombe 4 months ago - 4 comments

#177 - Model trainer

Pull Request - State: closed - Opened by jperk224 5 months ago

#176 - Ch02 walkthrough

Pull Request - State: closed - Opened by jperk224 5 months ago

#175 - distilbert tensor size issue .

Issue - State: open - Opened by sahlebrahim 5 months ago - 1 comment

#174 - Update instructions

Pull Request - State: closed - Opened by rasbt 5 months ago - 1 comment

#173 - detach error

Issue - State: open - Opened by MoroderMind 5 months ago - 1 comment

#172 - Downoading celeba dataset chapter 12 page 387.

Issue - State: closed - Opened by sahlebrahim 5 months ago - 4 comments

#171 - Chapter4 Page 126

Issue - State: open - Opened by diegoruggi 5 months ago - 2 comments

#170 - Confusing matrix operations in Chpt. 16

Issue - State: open - Opened by xiongtx 6 months ago - 1 comment

#169 - Wrong use of covariance to calculate within-class scatter matrix

Issue - State: open - Opened by xiongtx 6 months ago

#168 - Fix stride in 1D and 2D convolution example

Pull Request - State: closed - Opened by JaGeo 6 months ago - 4 comments

#167 - Chapter 15 pag. 505: Typo

Issue - State: closed - Opened by miticollo 6 months ago - 1 comment

#166 - Removed detach().numpy()

Pull Request - State: open - Opened by Gowtham58 6 months ago - 1 comment

#165 - Corrected typo in ch13_part1.ipynb

Pull Request - State: closed - Opened by jgoodwill 7 months ago - 3 comments

#162 - page 366

Pull Request - State: closed - Opened by rasbt 8 months ago

#161 - ccc

Pull Request - State: open - Opened by ranjan336 8 months ago - 3 comments

#160 - Chapter 11 Page 366

Issue - State: closed - Opened by z-3zh 8 months ago - 1 comment

#158 - Matching uppercase letters in a lowercase string

Issue - State: open - Opened by rcongiu 9 months ago - 2 comments

#157 - Chapter 11 Pg 361 - Incorrect Expression

Issue - State: closed - Opened by jjtan 10 months ago - 1 comment

#155 - Add warning about matplotlib 3.8

Pull Request - State: closed - Opened by rasbt 11 months ago - 1 comment

#154 - Update ch13_part3_lightning.ipynb

Pull Request - State: open - Opened by akshayvkt 11 months ago - 1 comment

#149 - Chapter 2, plot_decision_regions has trouble with cmap

Issue - State: closed - Opened by visika 12 months ago - 1 comment

#148 - Chapter 15 / page 531 - Building a character-level RNN - forward pass - wrong shapes

Issue - State: closed - Opened by lkrisz87 12 months ago - 4 comments

#147 - Chapter 14, MNIST test set plot

Issue - State: closed - Opened by acmoudleysa 12 months ago - 2 comments

#146 - Chapter 14

Issue - State: closed - Opened by AbdelrahimKoura 12 months ago - 2 comments

#145 - Fix .long() issue in script file

Pull Request - State: closed - Opened by rasbt 12 months ago

#144 - Chapter 2 Pary 2 pred.long() throws error: "log_softmax_lastdim_kernel_impl" not implemented for 'Long'

Issue - State: closed - Opened by TyTorch 12 months ago - 2 comments

#143 - Ch13, page 345, How to add L1 in second Dense layer?

Issue - State: open - Opened by chaos-zhou about 1 year ago

#142 - Chapter 13, Page 438. Missing the final activation function (SoftMax)

Issue - State: closed - Opened by acmoudleysa about 1 year ago - 1 comment

#141 - Chapter 2 Negative Gradient

Issue - State: closed - Opened by SPDA36 about 1 year ago - 2 comments

#140 - Page 365, missing negative sign in the calculation of partial derivative of activation unit with respect to z(out)

Issue - State: open - Opened by acmoudleysa about 1 year ago

#139 - A minor error on page 258 and ch08.ipynb (Training a logistic regression model for document classification) when preparing train and test datasets

Issue - State: open - Opened by pavlo-yanchenko about 1 year ago - 1 comment

#137 - Updated for new torchtext and solved issue with 100% accuracy

Pull Request - State: closed - Opened by sabre-code about 1 year ago - 3 comments

#135 - Issue with chapter 15 Sentiment Analysis with LSTM. Getting 100% accuracy while training.

Issue - State: closed - Opened by sabre-code about 1 year ago - 7 comments

#134 - Ch12, when standard the train data

Issue - State: open - Opened by JPL-JUNO about 1 year ago - 1 comment

#133 - Did you run with the same env variable locally as on CI? E.g. it may be that some config options are different depending on whether you hava `CI=1` in you env. Unfortunately we can't help much without a repro.

Issue - State: open - Opened by MoodyJay2 over 1 year ago - 2 comments

#132 - update for newer versions of torchmetrics

Pull Request - State: closed - Opened by rasbt over 1 year ago - 1 comment

#131 - PyTorch Lightning error- Chapter 13

Issue - State: closed - Opened by andysingal over 1 year ago - 1 comment

#130 - Update ch12_part2.ipynb

Pull Request - State: open - Opened by viajiefan over 1 year ago - 1 comment

#128 - Error: TypeError: Accuracy.new() missing 1 required positional argument: 'task'(Chapter-13)

Issue - State: closed - Opened by andysingal over 1 year ago - 2 comments

#127 - Chapter 13 : error with mlextend : TypeError: axis() got an unexpected keyword argument 'y_min'

Issue - State: open - Opened by andysingal over 1 year ago - 4 comments

#120 - Bugfix: L1-regularization img instead of L2-regularization img

Pull Request - State: open - Opened by Meruem10 over 1 year ago - 1 comment

#113 - Update ch12_part1.ipynb

Pull Request - State: open - Opened by jniediek over 1 year ago - 2 comments

#111 - Sparse solutions with L1-regularization figure

Issue - State: open - Opened by LamineTourelab over 1 year ago

#110 - ch16-part1 adjusting 10 to 8 in embed layer def

Pull Request - State: open - Opened by msfasha over 1 year ago - 1 comment

#109 - Chapter16 (16.5.4) Finetuning using the Trainer API

Issue - State: closed - Opened by Shunsuke1015 over 1 year ago - 2 comments

#108 - Chapter 15: TypeError

Issue - State: open - Opened by vmirly over 1 year ago

#107 - Chapter 15: IMDb labels

Issue - State: closed - Opened by vmirly over 1 year ago - 4 comments

#106 - Chapter 15: manual computation of RNN

Issue - State: open - Opened by vmirly over 1 year ago - 1 comment

#105 - Ch13: updates for torchmetrics Accuracy()

Issue - State: closed - Opened by vmirly over 1 year ago - 2 comments

#104 - All LogRegrGD loss function divided by X.shape[0]

Pull Request - State: closed - Opened by capac over 1 year ago - 2 comments

#102 - Basnet

Pull Request - State: closed - Opened by rambasnet over 1 year ago - 1 comment

#101 - Chapter 3. Page 94

Issue - State: open - Opened by acmoudleysa over 1 year ago

#100 - Chapter 11, p. 341 & 342

Issue - State: closed - Opened by abojda almost 2 years ago - 1 comment

#99 - Flowcharts-CH 02-03

Pull Request - State: open - Opened by OmarAlmighty almost 2 years ago

#98 - Label `losses_` docstring as being log loss, not mean squared error

Pull Request - State: closed - Opened by paw-lu almost 2 years ago - 2 comments

#97 - chapter 16, page 547

Issue - State: closed - Opened by g-i-o-r-g-i-o almost 2 years ago - 2 comments

#96 - Add images in Ch 14

Pull Request - State: closed - Opened by haydenliu almost 2 years ago - 1 comment

#95 - chapter 15 pag.530

Issue - State: closed - Opened by g-i-o-r-g-i-o almost 2 years ago - 1 comment

#94 - chapter 14 pag.489 transforms

Issue - State: closed - Opened by g-i-o-r-g-i-o almost 2 years ago - 2 comments

#93 - Code Bug in the Page 397

Issue - State: closed - Opened by MrDataPsycho almost 2 years ago - 1 comment

#92 - Fixed some typos

Pull Request - State: closed - Opened by rnckp almost 2 years ago - 1 comment

#91 - Update ch12_part2.ipynb

Pull Request - State: closed - Opened by asrjy almost 2 years ago - 2 comments

#89 - CVE-2007-4559 Patch

Pull Request - State: open - Opened by TrellixVulnTeam almost 2 years ago

#88 - chapter 11, pag 361

Issue - State: closed - Opened by g-i-o-r-g-i-o almost 2 years ago - 1 comment

#85 - fix latex formatting

Pull Request - State: closed - Opened by rasbt almost 2 years ago

#84 - ch13 pag 438 no softmax needed

Issue - State: closed - Opened by g-i-o-r-g-i-o almost 2 years ago - 4 comments

#83 - CH 13: Changing the order of the cells gives different results. Pg 420 - 422

Issue - State: closed - Opened by OmarAlmighty about 2 years ago - 2 comments

#82 - ch4 pag 120

Issue - State: closed - Opened by g-i-o-r-g-i-o about 2 years ago - 1 comment

#81 - Chapter 15 minor typo

Issue - State: closed - Opened by harrybaines about 2 years ago - 1 comment

#78 - Missing fig ch13

Pull Request - State: closed - Opened by rasbt about 2 years ago - 2 comments

#77 - update ch08 code for latest pandas version

Pull Request - State: closed - Opened by rasbt about 2 years ago - 1 comment

#76 - init dev

Pull Request - State: closed - Opened by SalMireles about 2 years ago

#75 - Visualizing Transformer based on your notebook

Issue - State: closed - Opened by jackli777 about 2 years ago - 2 comments