Here you can find Generic Python codes in the field of Data Science. You can watch the repositories by their topics:
| Repository | Machine & Deep Learning | Algorithms | Geometry & GIS | Visualization | Projects |
|---|---|---|---|---|---|
| Conv-AutoEncoder | 🔮 | 📊 | 🚀 | ||
| Mountaintops-DL | 🔮 | 🌍 | 🚀 | ||
| Silhouette-Clustering | 🔮 | ||||
| Graph-Feature-Propagation | 🔮 | ⚙️ | 📊 | ||
| Cumulative-Heatmap | ⚙️ | 🌍 | 📊 | ||
| Recursive-HeatMap | ⚙️ | 🌍 | 📊 | ||
| Kmeans-Simulator | 🔮 | ⚙️ | 📊 | ||
| My-Convex-Hull | ⚙️ | 🌍 | 📊 | ||
| Poly-Regression | 🔮 | ⚙️ | 📊 | ||
| Linear-SGD | 🔮 | ⚙️ | 📊 | ||
| Histo-Regression | 🔮 | ⚙️ | |||
| Wikipedia-BFS-crawler | ⚙️ | 🚀 | |||
| Sector-Geometry | 🌍 | ||||
| Github-Calendar | 📊 | 🚀 | |||
| Convex-HDBSCAN | 🔮 | 🌍 | |||
| Fire-Kites-Analysis | 🔮 | 🌍 | 📊 | 🚀 | |
| 3D GIFs | 📊 | ||||
| Multiple-Densities | 📊 | ||||
| Histogram Calculation | 📊 |
Each repository includes:
- The python code that developed as part of the project
- Implementation python file which demonstrates the use of the code
- Readme file that details exactly how it works (including visualization, explanations & math equations)
- Examples of importing and using the code
- Examples file to apply the code on them, as well as outputs files
- Descreption of required python libraries
- MIT using license