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My coursework for the class Intro to Machine Learning at Udacity (UD 120). Covers supervised learning algorithms, evaluating and validating trained models. Contains spoilers. https://scuti.neocities.org/pages/ud120-online-course-review
  • DIGITAL Command Language 86.5%
  • Python 13.5%
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2025年04月03日 21:05:08 -07:00
.github/workflows Update manual.yml 2021年11月29日 13:18:03 +05:30
choose_your_own completed choose-your-algo with k-nearest 2025年04月03日 21:05:08 -07:00
datasets_questions completed dataset questions including optional portions 2025年04月03日 21:05:08 -07:00
decision_tree completed decision tree mini project 2025年04月03日 21:05:08 -07:00
evaluation completed mini-project for evaluation metrics 2025年04月03日 21:05:08 -07:00
feature_selection completed feature selection mini-project 2025年04月03日 21:05:08 -07:00
final_project changed n-neighbors=2 to 3 2025年04月03日 21:05:08 -07:00
k_means completed mini-project on clustering 2025年04月03日 21:05:08 -07:00
naive_bayes answered questions for naive bayes mini project 2025年04月03日 21:05:08 -07:00
outliers completed mini-project on outlier detection 2025年04月03日 21:05:08 -07:00
pca completed PCA mini-project 2025年04月03日 21:05:08 -07:00
regression did mini-project for regressions lesson 2025年04月03日 21:05:08 -07:00
svm powered through SVM quizzes 2025年04月03日 21:05:08 -07:00
text_learning completed feature selection mini-project 2025年04月03日 21:05:08 -07:00
tools completed mini project for text learning 2025年04月03日 21:05:08 -07:00
validation completed validation mini-project 2025年04月03日 21:05:08 -07:00
.gitignore Add venv contents to gitignore 2022年10月04日 17:19:31 +08:00
CHANGELOG.md Migrated Entire Program to Python-3 with Documentation ( #302 ) 2021年08月03日 17:32:12 +05:30
CODEOWNERS Create CODEOWNERS 2021年10月21日 19:02:20 +05:30
README.md Fixed Path issues and Updated Readme.md with Path Note. ( #343 ) 2024年04月18日 16:52:39 +05:30
requirements.txt Migrated Entire Program to Python-3 with Documentation ( #302 ) 2021年08月03日 17:32:12 +05:30

ud120-projects

Starter project code for students taking Udacity ud120

Setup

  • Create a virtual environment for Python 3.9 or higher.
  • $ pip install -r requirements.txt

Contribution Note

The code in this repo has been upgraded from Python 2 to Python 3 by Siddharth Kekre in this PR. Refer to the Change Log for more details.

Path Note

According to your ud120-projects location you may have to change the path for every sys.path.append(os.path.abspath(("../tools/"))) to sys.path.append(os.path.abspath(("./tools/"))) (Basically '../' to './' for all of the files path) or vice-versa in your .py files.