diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml new file mode 100644 index 0000000..f3d4fca --- /dev/null +++ b/.github/workflows/python-app.yml @@ -0,0 +1,39 @@ +# This workflow will install Python dependencies, run tests and lint with a single version of Python +# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python + +name: Python application + +on: + push: + branches: [ "main" ] + pull_request: + branches: [ "main" ] + +permissions: + contents: read + +jobs: + build: + + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v3 + - name: Set up Python 3.10 + uses: actions/setup-python@v3 + with: + python-version: "3.10" + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install flake8 pytest + if [ -f requirements.txt ]; then pip install -r requirements.txt; fi + - name: Lint with flake8 + run: | + # stop the build if there are Python syntax errors or undefined names + flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics + # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide + flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics + - name: Test with pytest + run: | + pytest diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..571177d --- /dev/null +++ b/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2023 AKASH KOBAL + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/README.md b/README.md index 6fea876..d64b560 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,14 @@ -# Applied-Data-Science +# Data-Science +1) Python +2) Jupyter Notebook +3) Numpy +4) Pandas +5) Matplotlib for data visualization +6) Machine Learning using sklearn +7) Deep learning using tensorflow 2.0 +

Data Science Project

+ 1. Big Mart Sales Prediction
2. Credit Card Fraud Detection
3. Mashroom Classification
@@ -7,10 +16,17 @@ 5. Heart Disease Prediction
6. Stock Price Prediction
-

Tutorial (Code)

+

Machine Learning

1. Linear Regression Single Variable
2. Linear Regression Multiple Variable
3. Gradient Decent and Cost Function
4. Save Model Using Joblib and Pickle
5. Dummy Variable and One Hot Encoding
-6. Training and Testing Data
\ No newline at end of file +6. Training and Testing Data
+7. Logistic Regression (Binary Classification)
+8. Logistic Regression (Multiclass Classification)
+9. Decision Tree
+10. Support Vector Machine (SVM)
+ +

Deep Learning


+1. [Potato Disease Classification](https://github.com/AkashKobal/potato-disease-classification.git)