2025-03-09 - 2026-03-09
Overview
1 Release published by 1 user
Published
v1.1.0
248 Issues closed from 1 user
Closed
#268 [PR #277] [CLOSED] test 1
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#267 [PR #276] [CLOSED] testing
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#266 [PR #275] [CLOSED] Dev
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#262 [PR #260] [CLOSED] add GTM container
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#261 [PR #248] [MERGED] updated cluster env and local catch for efs
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#259 [PR #242] [CLOSED] Update README.md
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#258 [PR #241] [MERGED] updating to Ray 2.7
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#257 [PR #239] [MERGED] adding dotenv for credentials management
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#256 [PR #238] [MERGED] trigger ci/cd workflows
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#255 [PR #237] [MERGED] added other class to datasets
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#254 [PR #236] [MERGED] fixed predict with probs error
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#253 [PR #230] [MERGED] v1 ml app with ci/cd
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#252 [PR #228] [CLOSED] 04_pandas
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#251 [PR #227] [CLOSED] Updated 03_NumPy
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#250 [PR #224] [CLOSED] Fix quote sign in 07_Logistic_Regression.ipynb
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#249 [PR #222] [CLOSED] fix typo
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#248 [PR #215] [CLOSED] Update 12_Embeddings.ipynb skipgram image url
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#247 [PR #213] [CLOSED] 02_Python.ipynb
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#246 [PR #212] [CLOSED] Update 07_Logistic_Regression.ipynb - softmax definition fix
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#245 [PR #211] [CLOSED] Update 07_Logistic_Regression.ipynb
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#244 [PR #208] [CLOSED] Update 06_Linear_Regression.ipynb
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#243 [PR #197] [CLOSED] Update 11_Convolutional_Neural_Networks.ipynb
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#242 [PR #196] [CLOSED] Update 10_Utilities.ipynb
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#241 [PR #195] [CLOSED] Update 08_Neural_Networks.ipynb
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#240 [PR #192] [MERGED] Revert "fix bibtex"
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#239 [PR #191] [CLOSED] added Set part + sets image
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#238 [PR #190] [MERGED] fix bibtex
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#237 [PR #189] [CLOSED] 12_Embeddings.ipynb - small typo
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#236 [PR #187] [CLOSED] Fixed Minor Typos
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#235 [PR #186] [CLOSED] Some links in foundations table are expired . I have updated them with working links ,
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#234 [PR #185] [CLOSED] fix typo
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#233 [PR #180] [CLOSED] Create Sudoko Solver
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#232 [PR #179] [MERGED] For bias, amend dJ/dw to dJ/db
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#231 [PR #178] [CLOSED] hyper parameter search refactored using generators.
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#230 [PR #177] [MERGED] reorg for e2e video lesson
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#229 [PR #175] [MERGED] Itsderek23/utils use glove
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#228 [PR #174] [CLOSED] Typo - Boostrap/Bootstrap
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#227 [PR #173] [MERGED] APIs PT lesson fixes - use_glove => use-glove, utilities
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#226 [PR #172] [MERGED] added tuning + api reorg
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#225 [PR #171] [MERGED] Corrected couple of notebook links
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#224 [PR #167] [MERGED] Fix various typos in notebooks
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#223 [PR #165] [MERGED] Update 03_Pandas.ipynb
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#222 [PR #163] [CLOSED] Update 03_Pandas.ipynb
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#221 [PR #162] [MERGED] Documentation fix
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#220 [PR #161] [MERGED] Typos fixes
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#219 [PR #160] [MERGED] Changed the Step 4 in training from dJ/dW to dJ/db
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#218 [PR #159] [MERGED] Fix minor typos while reading.
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#217 [PR #158] [MERGED] All basic ML notebooks in TensorFlow 2.0 + Keras are complete
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#216 [PR #157] [MERGED] fixed tumor data labels to match with plot colors
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#215 [PR #156] [MERGED] fixed spiral data labels
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#214 [PR #155] [MERGED] cleaned up datasets for December Basic ML TF release
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#213 [PR #154] [CLOSED] Dog subclass specifies species for user
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#212 [PR #152] [MERGED] proofread numpy and pandas notebooks
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#211 [PR #151] [MERGED] added details to unintended reshaping section
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#210 [PR #150] [MERGED] completed NumPy and Pandas notebooks
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#209 [PR #149] [MERGED] Completed Lesson 01. Python
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#208 [PR #148] [MERGED] fixed all links and images for google colab
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#207 [PR #147] [MERGED] fixed large images in github notebook version
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#206 [PR #146] [CLOSED] Bump requests from 2.20.0 to 2.22.0
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#205 [PR #145] [CLOSED] Bump werkzeug from 0.15.3 to 0.16.0
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#204 [PR #144] [CLOSED] Bump urllib3 from 1.24.2 to 1.25.6
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#203 [PR #143] [MERGED] Python
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#202 [PR #142] [CLOSED] Bump requests from 2.18.4 to 2.20.0
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#201 [PR #141] [CLOSED] Bump nltk from 3.2.5 to 3.4.5
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#200 [PR #140] [CLOSED] Bump werkzeug from 0.14.1 to 0.15.3
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#199 [PR #139] [CLOSED] Bump urllib3 from 1.22 to 1.24.2
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#198 [PR #138] [MERGED] Notebooks
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#197 [PR #137] [CLOSED] Setup Automated with Gitpod
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#196 [PR #135] [CLOSED] added new text file for pull
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#195 [PR #134] [CLOSED] new dict founction
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#194 [PR #133] [CLOSED] Fix wrong line typo
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#193 [PR #130] [CLOSED] def get_data(data_url, data_file)
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#192 [PR #129] [MERGED] Update 05_Logistic_Regression.ipynb
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#191 [PR #127] [CLOSED] Add comment to axis=1
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#190 [PR #126] [MERGED] Cv
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#189 [PR #125] [MERGED] removing uneccessary buttons
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#188 [PR #124] [MERGED] removing uneccessary buttons
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#187 [PR #123] [MERGED] moved layernorm to advanced rnn notebook. Refactoring and lots of new content coming soon
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#186 [PR #122] [MERGED] Fix style
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#185 [PR #120] [CLOSED] Added a visualisation of code evolution
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#184 [PR #119] [MERGED] 🎥 note on video lessons coming soon!
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#183 [PR #118] [MERGED] Typo
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#182 [PR #117] [MERGED] updated codeowners
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#181 [PR #116] [MERGED] Tiny Typo
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#180 [PR #115] [MERGED] amending code of conduct
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#179 [PR #114] [MERGED] added CODEOWNERS to reviewing PRs
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#178 [PR #113] [MERGED] restructured notebooks, removed inference dataset and added code of conduct
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#177 [PR #112] [MERGED] Comments on first demo codes
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#176 [PR #110] [MERGED] split training operations
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#175 [PR #109] [MERGED] added InferenceDataset and rearchitected inference pipelines in notebooks
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#174 [PR #108] [MERGED] fix typos and set seed for cuda when args.cuda is set True and also available
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#173 [PR #106] [MERGED] Improve grammar in README
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#172 [PR #105] [MERGED] fix args.cuda never being True and fix errors at Inference on GPU
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#171 [PR #104] [MERGED] Fix formatting, wording and equations in 04_Linear_Regression
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#170 [PR #103] [MERGED] added services for chinese students
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#169 [PR #102] [MERGED] added Kesci medium for Chinese students
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#168 [PR #101] [MERGED] added more mediums
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#167 [PR #100] [MERGED] Fix typos and wording in 03_Pandas
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#166 [PR #99] [MERGED] Improve formatting and wording in 01_Python
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#165 [PR #98] [MERGED] Improve choice of words in 00_notebooks
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#164 [PR #96] [MERGED] fix typo in 10_Object_Oriented_ML.ipynb
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#163 [PR #95] [MERGED] fix typo in 00_Notebooks
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#162 [PR #94] [MERGED] fix typos in 09_Data_and_Models.ipynb
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#161 [PR #93] [MERGED] fix some typos & delete not used vars in 08_Multilayer_Perception
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#160 [PR #92] [MERGED] fix minor typos
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#159 [PR #91] [MERGED] fix minor typos
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#158 [PR #89] [MERGED] change variable name sex_group to survived_group
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#157 [PR #88] [MERGED] fix word exhaustive
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#156 [PR #87] [CLOSED] add segmentation part in 15 Computer Vision
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#155 [PR #86] [MERGED] fix word use: perceptible -> susceptible
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#154 [PR #85] [MERGED] typo in comment
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#153 [PR #84] [MERGED] fixing numpy matrix confusion
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#152 [PR #82] [MERGED] fix typo: You don't to -> You don't have to
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#151 [PR #81] [MERGED] Add some noise when generate dataset
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#150 [PR #80] [MERGED] adding Binder for friends in China and other Google blocked regions
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#149 [PR #79] [MERGED] 🇨🇳 Ready to use in China and other Google blocked countries!
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#148 [PR #77] [MERGED] fixed notation bug in pytorch notebook
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#147 [PR #74] [CLOSED] fix formula error
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#146 [PR #73] [MERGED] Fix minor typo
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#145 [PR #72] [MERGED] Fixing the obviously wrong RL emoji
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#144 [PR #71] [MERGED] Swap definitions of code cells and text cells
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#143 [PR #70] [MERGED] Update 04_Linear_Regression.ipynb
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#142 [PR #68] [MERGED] fix typo: np.eye variable corrected
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#141 [PR #67] [MERGED] typo fixed
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#140 [PR #66] [MERGED] updated readme
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#139 [PR #65] [MERGED] updated readme
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#138 [PR #64] [MERGED] updated readme
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#137 [PR #63] [MERGED] updated readme
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#136 [PR #62] [MERGED] updated readme
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#135 [PR #61] [MERGED] 🔥notebooks refactored for PyTorch 1.0
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#134 [PR #60] [MERGED] refactoring notebooks
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#133 [PR #59] [MERGED] added custom collate function
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#132 [PR #58] [MERGED] fixed cnn notebook
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#131 [PR #57] [MERGED] updated readme
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#130 [PR #56] [MERGED] updated readme
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#129 [PR #55] [MERGED] updated readme
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#128 [PR #54] [MERGED] updated readme
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#127 [PR #53] [MERGED] updated readme
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#126 [PR #52] [MERGED] updated readme
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#125 [PR #51] [MERGED] updated readme
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#124 [PR #50] [MERGED] removed todo
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#123 [PR #49] [MERGED] updated readme
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#122 [PR #48] [MERGED] updated readme
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#121 [PR #47] [MERGED] updated readme
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#120 [PR #46] [MERGED] updated readme
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#119 [PR #45] [MERGED] updated computer vision
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#118 [PR #44] [MERGED] not using binder
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#117 [PR #43] [MERGED] removed environment.yml
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#116 [PR #42] [MERGED] updated environment.yml
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#115 [PR #41] [MERGED] updated environment.yml
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#114 [PR #40] [MERGED] adding requirements.txt and environment
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#113 [PR #39] [MERGED] added buttons
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#112 [PR #38] [MERGED] added binder
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#111 [PR #37] [MERGED] added binder
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#110 [PR #36] [MERGED] added binder
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#109 [PR #35] [MERGED] make some changes to older notebooks...
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#108 [PR #34] [MERGED] added cv notebook location to readme
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#107 [PR #33] [MERGED] added cv notebook location to readme
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#106 [PR #32] [MERGED] finished basics of computer vision
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#105 [PR #31] [MERGED] started computer vision notebook
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#104 [PR #30] [MERGED] updated image sizes
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#103 [PR #29] [MERGED] finished advanced rnn notebook
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#102 [PR #28] [MERGED] updated advanced rnn notebook
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#101 [PR #27] [MERGED] added most of the text to the advanced RNN notebook
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#100 [PR #26] [MERGED] updated readme
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#99 [PR #25] [MERGED] updated images
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#98 [PR #24] [MERGED] updated image
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#97 [PR #23] [MERGED] updated image
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#96 [PR #22] [MERGED] updated readme and images
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#95 [PR #21] [MERGED] finished cnn notebook
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#94 [PR #20] [MERGED] reverting back to one CNN notebook focusing on text only
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#93 [PR #19] [MERGED] separating CNN notebook
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#92 [PR #18] [MERGED] updated readme
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#91 [PR #17] [MERGED] updated readme
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#90 [PR #16] [MERGED] added todo until CNN notebook
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#89 [PR #15] [MERGED] updated todo list
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#88 [PR #14] [MERGED] fixed description of conv1d and respective code
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#87 [PR #13] [MERGED] changes todo priority
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#86 [PR #12] [MERGED] fixed previous notebooks in prep for the conditioned RNN notebook
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#85 [PR #11] [MERGED] fixed normalization equations
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#84 [PR #10] [MERGED] added layernorm to RNN notebook
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#83 [PR #9] [MERGED] added batchnorm to CNN notebook
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#82 [PR #8] [MERGED] moved and resized tensorboard image
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#81 [PR #7] [MERGED] added tensorboard part to MLP notebook
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#80 [PR #6] [MERGED] fixed instructions to run notebook
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#79 [PR #5] [MERGED] fixed contributing instructions
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#78 [PR #4] [MERGED] fixed contribution instructions
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#77 [PR #3] [MERGED] made readme more readable by adding linebreaks
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#76 [PR #2] [MERGED] fixed upload image link
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#75 [PR #1] [MERGED] added instructions for running and contributing to notebooks
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#70 Reporting a typo!
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#63 trainer.fit() Object Memory Error in Local Machine
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#61 Serving issue with /predict/ POST request
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#59 Ml
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#56 Issue with "preprocessor" argument in TorchTrainer() and ray 2.7
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#53 TypeError running prediction task -> unexpected keyword argument
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#52 Serving from Old course
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#51 Missing some topics after updates
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#50 Where is the old course?
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#49 "Product Design" page text cut-off
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#48 Missing legend in the plot of Logistic Regression
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#47 Integrating Jupysql to the notebooks page
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#46 [Discussion] End2end MLOps platform with notebook vs. Testable python modules
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#45 Machine learning
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#44 sns.barplot in EDA
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#43 Recreated content authorized by the original copyright owner
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#42 num_classes vs num_tokens
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#41 No Batch Normalization in CNN?
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#40 Silly question: LabelEncoder
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#39 On MLOps > Design > Product > Task have mislabeled columns?
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#38 Issue in viewing the experiment in MLflow
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#37 Issue with EDA cell for dataset loading
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#36 Foundations --> Transformers
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#35 Foundations --> CNN Doubts
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#34 Module not imported but called in the section Evaluating Machine Learning Model section
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#33 Automate your cycle of Intelligence
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#32 Foundations --> Embeddings
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#31 Foundations --> CNN clarifications
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#30 Foundations -> Utilities Errors and questions
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#29 Foundations --> Neural Network
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#28 Foundations --> Logistic regression feedback/errors
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#27 Foundations --> Linear regression (Error in implementation)
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#26 error in 10_Utilities
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#25 feature.json not found
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#24 I have written blog for MLOps pipeline from scratch to advance, Share it with everyone hope it helps.
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#23 Thoughts on Cookiecutter Data Science Integration?
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#22 Removing outliers
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#21 Lambda function missing
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#20 Link to SVM medium article in Logistic Regression notebook is broken
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#19 notebook 05_TensorFlow Error
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#18 Image missing in notebook for NumPy
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#17 some pages cannot be opened
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#16 Homepage Not Loading
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#15 Lessons page, Basic ML: "Notebook not found".
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#14 Which kind of model is better for keyword-set classification?
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#13 Introducing RedisAI
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#12 Perfect! When do you update next version?
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#11 Maybe a small error in Notebook ''Multilayer Perceptrons''?
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#10 perfectly! When do you update the topic of Time Series Analysis. Thanks
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#9 Svm not exists
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#8 A Notebook on Visualization.
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#7 type in 07_PyTorch.ipynb
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#6 alternative for colab notebook service in mainland china
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#5 Alternative to Colab and Binder for running practicalAI in the cloud
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#4 3d or 2d numpy array?
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#3 Notebook
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#2 Contribution to Computer Vision?
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#1 Chinese translation
269 Issues created by 1 user
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#1 Chinese translation
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#2 Contribution to Computer Vision?
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#3 Notebook
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#4 3d or 2d numpy array?
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#5 Alternative to Colab and Binder for running practicalAI in the cloud
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#6 alternative for colab notebook service in mainland china
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#7 type in 07_PyTorch.ipynb
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#8 A Notebook on Visualization.
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#9 Svm not exists
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#10 perfectly! When do you update the topic of Time Series Analysis. Thanks
Opened
#11 Maybe a small error in Notebook ''Multilayer Perceptrons''?
Opened
#12 Perfect! When do you update next version?
Opened
#13 Introducing RedisAI
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#14 Which kind of model is better for keyword-set classification?
Opened
#15 Lessons page, Basic ML: "Notebook not found".
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#16 Homepage Not Loading
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#17 some pages cannot be opened
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#18 Image missing in notebook for NumPy
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#19 notebook 05_TensorFlow Error
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#20 Link to SVM medium article in Logistic Regression notebook is broken
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#21 Lambda function missing
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#22 Removing outliers
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#23 Thoughts on Cookiecutter Data Science Integration?
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#24 I have written blog for MLOps pipeline from scratch to advance, Share it with everyone hope it helps.
Opened
#25 feature.json not found
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#26 error in 10_Utilities
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#27 Foundations --> Linear regression (Error in implementation)
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#28 Foundations --> Logistic regression feedback/errors
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#29 Foundations --> Neural Network
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#30 Foundations -> Utilities Errors and questions
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#31 Foundations --> CNN clarifications
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#32 Foundations --> Embeddings
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#33 Automate your cycle of Intelligence
Opened
#34 Module not imported but called in the section Evaluating Machine Learning Model section
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#35 Foundations --> CNN Doubts
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#36 Foundations --> Transformers
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#37 Issue with EDA cell for dataset loading
Opened
#38 Issue in viewing the experiment in MLflow
Opened
#39 On MLOps > Design > Product > Task have mislabeled columns?
Opened
#40 Silly question: LabelEncoder
Opened
#41 No Batch Normalization in CNN?
Opened
#42 num_classes vs num_tokens
Opened
#43 Recreated content authorized by the original copyright owner
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#44 sns.barplot in EDA
Opened
#45 Machine learning
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#46 [Discussion] End2end MLOps platform with notebook vs. Testable python modules
Opened
#47 Integrating Jupysql to the notebooks page
Opened
#48 Missing legend in the plot of Logistic Regression
Opened
#49 "Product Design" page text cut-off
Opened
#50 Where is the old course?
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#51 Missing some topics after updates
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#52 Serving from Old course
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#53 TypeError running prediction task -> unexpected keyword argument
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#54 issue in data engineering lesson
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#55 how to download from madewithml.data import stratify_split?
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#56 Issue with "preprocessor" argument in TorchTrainer() and ray 2.7
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#57 OSError: [Errno 30] Cannot create directory '/efs'. Detail: [errno 30] Read-only file system
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#58 Get this error when running trainer.fit()
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#59 Ml
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#60 Code in Github repository mismatch with code in website content
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#61 Serving issue with /predict/ POST request
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#62 Ray train failed - Permission Error Windows
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#63 trainer.fit() Object Memory Error in Local Machine
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#64 Getting TypeError: __init__() takes 2 positional arguments but 4 were given
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#65 Ray Configuration on Mac M1
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#66 Tolearn
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#67 ray.init() fails to start the dashboard with new version of setuptools (70.0.0)
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#68 Usage of double quotes inside an f-string, which causes a syntax error
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#69 Anyscale Web UI updated, problem at Setup
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#70 Reporting a typo!
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#71 Getting TypeError: RayTaskError.as_instanceof_cause.<locals>.cls.__init__() takes 2 positional arguments but 4 were given
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#72 The Ray link is not updated
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#73 TypeError in Ray TorchTrainer with StreamSplitDataIterator
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#74 ModuleNotFoundError: No module named 'pkg_resources._vendor'
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#75 [PR #1] [MERGED] added instructions for running and contributing to notebooks
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#76 [PR #2] [MERGED] fixed upload image link
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#77 [PR #3] [MERGED] made readme more readable by adding linebreaks
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#78 [PR #4] [MERGED] fixed contribution instructions
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#79 [PR #5] [MERGED] fixed contributing instructions
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#80 [PR #6] [MERGED] fixed instructions to run notebook
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#81 [PR #7] [MERGED] added tensorboard part to MLP notebook
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#82 [PR #8] [MERGED] moved and resized tensorboard image
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#83 [PR #9] [MERGED] added batchnorm to CNN notebook
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#84 [PR #10] [MERGED] added layernorm to RNN notebook
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#85 [PR #11] [MERGED] fixed normalization equations
Opened
#86 [PR #12] [MERGED] fixed previous notebooks in prep for the conditioned RNN notebook
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#87 [PR #13] [MERGED] changes todo priority
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#88 [PR #14] [MERGED] fixed description of conv1d and respective code
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#89 [PR #15] [MERGED] updated todo list
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#90 [PR #16] [MERGED] added todo until CNN notebook
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#91 [PR #17] [MERGED] updated readme
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#92 [PR #18] [MERGED] updated readme
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#93 [PR #19] [MERGED] separating CNN notebook
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#94 [PR #20] [MERGED] reverting back to one CNN notebook focusing on text only
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#95 [PR #21] [MERGED] finished cnn notebook
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#96 [PR #22] [MERGED] updated readme and images
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#97 [PR #23] [MERGED] updated image
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#98 [PR #24] [MERGED] updated image
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#99 [PR #25] [MERGED] updated images
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#100 [PR #26] [MERGED] updated readme
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#101 [PR #27] [MERGED] added most of the text to the advanced RNN notebook
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#102 [PR #28] [MERGED] updated advanced rnn notebook
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#103 [PR #29] [MERGED] finished advanced rnn notebook
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#104 [PR #30] [MERGED] updated image sizes
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#105 [PR #31] [MERGED] started computer vision notebook
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#106 [PR #32] [MERGED] finished basics of computer vision
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#107 [PR #33] [MERGED] added cv notebook location to readme
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#108 [PR #34] [MERGED] added cv notebook location to readme
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#109 [PR #35] [MERGED] make some changes to older notebooks...
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#110 [PR #36] [MERGED] added binder
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#111 [PR #37] [MERGED] added binder
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#112 [PR #38] [MERGED] added binder
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#113 [PR #39] [MERGED] added buttons
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#114 [PR #40] [MERGED] adding requirements.txt and environment
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#115 [PR #41] [MERGED] updated environment.yml
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#116 [PR #42] [MERGED] updated environment.yml
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#117 [PR #43] [MERGED] removed environment.yml
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#118 [PR #44] [MERGED] not using binder
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#119 [PR #45] [MERGED] updated computer vision
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#120 [PR #46] [MERGED] updated readme
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#121 [PR #47] [MERGED] updated readme
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#122 [PR #48] [MERGED] updated readme
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#123 [PR #49] [MERGED] updated readme
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#124 [PR #50] [MERGED] removed todo
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#125 [PR #51] [MERGED] updated readme
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#126 [PR #52] [MERGED] updated readme
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#127 [PR #53] [MERGED] updated readme
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#128 [PR #54] [MERGED] updated readme
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#129 [PR #55] [MERGED] updated readme
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#130 [PR #56] [MERGED] updated readme
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#131 [PR #57] [MERGED] updated readme
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#132 [PR #58] [MERGED] fixed cnn notebook
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#133 [PR #59] [MERGED] added custom collate function
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#134 [PR #60] [MERGED] refactoring notebooks
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#135 [PR #61] [MERGED] 🔥notebooks refactored for PyTorch 1.0
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#136 [PR #62] [MERGED] updated readme
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#137 [PR #63] [MERGED] updated readme
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#138 [PR #64] [MERGED] updated readme
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#139 [PR #65] [MERGED] updated readme
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#140 [PR #66] [MERGED] updated readme
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#141 [PR #67] [MERGED] typo fixed
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#142 [PR #68] [MERGED] fix typo: np.eye variable corrected
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#143 [PR #70] [MERGED] Update 04_Linear_Regression.ipynb
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#144 [PR #71] [MERGED] Swap definitions of code cells and text cells
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#145 [PR #72] [MERGED] Fixing the obviously wrong RL emoji
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#146 [PR #73] [MERGED] Fix minor typo
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#147 [PR #74] [CLOSED] fix formula error
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#148 [PR #77] [MERGED] fixed notation bug in pytorch notebook
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#149 [PR #79] [MERGED] 🇨🇳 Ready to use in China and other Google blocked countries!
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#150 [PR #80] [MERGED] adding Binder for friends in China and other Google blocked regions
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#151 [PR #81] [MERGED] Add some noise when generate dataset
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#152 [PR #82] [MERGED] fix typo: You don't to -> You don't have to
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#153 [PR #84] [MERGED] fixing numpy matrix confusion
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#154 [PR #85] [MERGED] typo in comment
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#155 [PR #86] [MERGED] fix word use: perceptible -> susceptible
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#156 [PR #87] [CLOSED] add segmentation part in 15 Computer Vision
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#157 [PR #88] [MERGED] fix word exhaustive
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#158 [PR #89] [MERGED] change variable name sex_group to survived_group
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#159 [PR #91] [MERGED] fix minor typos
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#160 [PR #92] [MERGED] fix minor typos
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#161 [PR #93] [MERGED] fix some typos & delete not used vars in 08_Multilayer_Perception
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#162 [PR #94] [MERGED] fix typos in 09_Data_and_Models.ipynb
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#163 [PR #95] [MERGED] fix typo in 00_Notebooks
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#164 [PR #96] [MERGED] fix typo in 10_Object_Oriented_ML.ipynb
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#165 [PR #98] [MERGED] Improve choice of words in 00_notebooks
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#166 [PR #99] [MERGED] Improve formatting and wording in 01_Python
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#167 [PR #100] [MERGED] Fix typos and wording in 03_Pandas
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#168 [PR #101] [MERGED] added more mediums
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#169 [PR #102] [MERGED] added Kesci medium for Chinese students
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#170 [PR #103] [MERGED] added services for chinese students
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#171 [PR #104] [MERGED] Fix formatting, wording and equations in 04_Linear_Regression
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#172 [PR #105] [MERGED] fix args.cuda never being True and fix errors at Inference on GPU
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#173 [PR #106] [MERGED] Improve grammar in README
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#174 [PR #108] [MERGED] fix typos and set seed for cuda when args.cuda is set True and also available
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#175 [PR #109] [MERGED] added InferenceDataset and rearchitected inference pipelines in notebooks
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#176 [PR #110] [MERGED] split training operations
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#177 [PR #112] [MERGED] Comments on first demo codes
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#178 [PR #113] [MERGED] restructured notebooks, removed inference dataset and added code of conduct
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#179 [PR #114] [MERGED] added CODEOWNERS to reviewing PRs
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#180 [PR #115] [MERGED] amending code of conduct
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#181 [PR #116] [MERGED] Tiny Typo
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#182 [PR #117] [MERGED] updated codeowners
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#183 [PR #118] [MERGED] Typo
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#184 [PR #119] [MERGED] 🎥 note on video lessons coming soon!
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#185 [PR #120] [CLOSED] Added a visualisation of code evolution
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#186 [PR #122] [MERGED] Fix style
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#187 [PR #123] [MERGED] moved layernorm to advanced rnn notebook. Refactoring and lots of new content coming soon
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#188 [PR #124] [MERGED] removing uneccessary buttons
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#189 [PR #125] [MERGED] removing uneccessary buttons
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#190 [PR #126] [MERGED] Cv
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#191 [PR #127] [CLOSED] Add comment to axis=1
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#192 [PR #129] [MERGED] Update 05_Logistic_Regression.ipynb
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#193 [PR #130] [CLOSED] def get_data(data_url, data_file)
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#194 [PR #133] [CLOSED] Fix wrong line typo
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#195 [PR #134] [CLOSED] new dict founction
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#196 [PR #135] [CLOSED] added new text file for pull
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#197 [PR #137] [CLOSED] Setup Automated with Gitpod
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#198 [PR #138] [MERGED] Notebooks
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#199 [PR #139] [CLOSED] Bump urllib3 from 1.22 to 1.24.2
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#200 [PR #140] [CLOSED] Bump werkzeug from 0.14.1 to 0.15.3
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#201 [PR #141] [CLOSED] Bump nltk from 3.2.5 to 3.4.5
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#202 [PR #142] [CLOSED] Bump requests from 2.18.4 to 2.20.0
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#203 [PR #143] [MERGED] Python
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#204 [PR #144] [CLOSED] Bump urllib3 from 1.24.2 to 1.25.6
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#205 [PR #145] [CLOSED] Bump werkzeug from 0.15.3 to 0.16.0
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#206 [PR #146] [CLOSED] Bump requests from 2.20.0 to 2.22.0
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#207 [PR #147] [MERGED] fixed large images in github notebook version
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#208 [PR #148] [MERGED] fixed all links and images for google colab
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#209 [PR #149] [MERGED] Completed Lesson 01. Python
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#210 [PR #150] [MERGED] completed NumPy and Pandas notebooks
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#211 [PR #151] [MERGED] added details to unintended reshaping section
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#212 [PR #152] [MERGED] proofread numpy and pandas notebooks
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#213 [PR #154] [CLOSED] Dog subclass specifies species for user
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#214 [PR #155] [MERGED] cleaned up datasets for December Basic ML TF release
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#215 [PR #156] [MERGED] fixed spiral data labels
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#216 [PR #157] [MERGED] fixed tumor data labels to match with plot colors
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#217 [PR #158] [MERGED] All basic ML notebooks in TensorFlow 2.0 + Keras are complete
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#218 [PR #159] [MERGED] Fix minor typos while reading.
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#219 [PR #160] [MERGED] Changed the Step 4 in training from dJ/dW to dJ/db
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#220 [PR #161] [MERGED] Typos fixes
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#221 [PR #162] [MERGED] Documentation fix
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#222 [PR #163] [CLOSED] Update 03_Pandas.ipynb
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#223 [PR #165] [MERGED] Update 03_Pandas.ipynb
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#224 [PR #167] [MERGED] Fix various typos in notebooks
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#225 [PR #171] [MERGED] Corrected couple of notebook links
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#226 [PR #172] [MERGED] added tuning + api reorg
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#227 [PR #173] [MERGED] APIs PT lesson fixes - use_glove => use-glove, utilities
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#228 [PR #174] [CLOSED] Typo - Boostrap/Bootstrap
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#229 [PR #175] [MERGED] Itsderek23/utils use glove
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#230 [PR #177] [MERGED] reorg for e2e video lesson
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#231 [PR #178] [CLOSED] hyper parameter search refactored using generators.
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#232 [PR #179] [MERGED] For bias, amend dJ/dw to dJ/db
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#233 [PR #180] [CLOSED] Create Sudoko Solver
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#234 [PR #185] [CLOSED] fix typo
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#235 [PR #186] [CLOSED] Some links in foundations table are expired . I have updated them with working links ,
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#236 [PR #187] [CLOSED] Fixed Minor Typos
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#237 [PR #189] [CLOSED] 12_Embeddings.ipynb - small typo
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#238 [PR #190] [MERGED] fix bibtex
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#239 [PR #191] [CLOSED] added Set part + sets image
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#240 [PR #192] [MERGED] Revert "fix bibtex"
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#241 [PR #195] [CLOSED] Update 08_Neural_Networks.ipynb
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#242 [PR #196] [CLOSED] Update 10_Utilities.ipynb
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#243 [PR #197] [CLOSED] Update 11_Convolutional_Neural_Networks.ipynb
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#244 [PR #208] [CLOSED] Update 06_Linear_Regression.ipynb
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#245 [PR #211] [CLOSED] Update 07_Logistic_Regression.ipynb
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#246 [PR #212] [CLOSED] Update 07_Logistic_Regression.ipynb - softmax definition fix
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#247 [PR #213] [CLOSED] 02_Python.ipynb
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#248 [PR #215] [CLOSED] Update 12_Embeddings.ipynb skipgram image url
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#249 [PR #222] [CLOSED] fix typo
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#250 [PR #224] [CLOSED] Fix quote sign in 07_Logistic_Regression.ipynb
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#251 [PR #227] [CLOSED] Updated 03_NumPy
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#252 [PR #228] [CLOSED] 04_pandas
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#253 [PR #230] [MERGED] v1 ml app with ci/cd
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#254 [PR #236] [MERGED] fixed predict with probs error
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#255 [PR #237] [MERGED] added other class to datasets
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#256 [PR #238] [MERGED] trigger ci/cd workflows
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#257 [PR #239] [MERGED] adding dotenv for credentials management
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#258 [PR #241] [MERGED] updating to Ray 2.7
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#259 [PR #242] [CLOSED] Update README.md
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#260 [PR #244] Update requirements.txt
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#261 [PR #248] [MERGED] updated cluster env and local catch for efs
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#262 [PR #260] [CLOSED] add GTM container
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#263 [PR #262] docs: fixed course link in README.md
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#264 [PR #264] Create nextjs.yml
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#265 [PR #273] Fix course link in README.md
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#266 [PR #275] [CLOSED] Dev
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#267 [PR #276] [CLOSED] testing
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#268 [PR #277] [CLOSED] test 1
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#269 [PR #278] Pin setuptools to 68.0.0 to fix Ray 2.7.0 compatibility