├── Digit Recognizer
│ ├── README.md
│ ├── Dictionary save and load
│ │ ├── dictionary_learning_model_64.pkl
│ │ ├── load the model n.ipynb
│ │ ├── model n Dictionary Learning.ipynb
│ ├── Math for ML
│ │ ├── SVD
│ │ ├── 🚀Linear Algebra Score 82%.ipynb
│ │ ├── 🤖Neural network 4layer 3Activation Score 89%.ipynb
│ ├── Sklearn standard model
│ │ ├── 🔪SVC Score 95%.ipynb
│ │ ├── 🧩Logistic Regression Score 91%.ipynb
├── Titanic
│ ├── README.md
│ ├── Titanic EDA slide.ipynb
│ ├── Titanic EDA slide.slides.html
A project for digit recognition.
- Dictionary save and load/ – Training a Dictionary Learning
model
,saving
, andloading
it. - individual model/ –
2 approaches
without libraries for ML. - Sklearn standard model/ –
Standard approach
using Scikit-Learn. SVC and Logistic Regression.
- Experimenting with
Jupyter Slideshow
presentations