Python Resources

1. https://github.com/vinta/awesome-python
2. Python Automation
3. Graph Network Analysis resources

Python Notebooks

This is collection of simple python scripts and jupyter notebook which may be useful for public

1. PDF generator from list of Dataframes
2. Indian Stocks analysis
3. HR staff simulator with promotion, retirement and new hiring
4. Balance Sheet Processing
5. Simple NLP Text summariser
6. Dynamic PDF Generation / Class
7. Merging PDFs
8. Python Plots
9. Python with Regex
10. Python Animation
11. Python Google sheet
12. Python Bulk PDF OCR
13. Python Simple Classifier
14. Python TTS
15. Whatsapp group chat summriser Simple
16. Whatsapp group chat summriser using OPEN_AI Chat GPT

ToDO

Datasets

1. IRIS
2. MNIST Digit
3. MNIST Fashion
4. CIFAR 10
5. CIFAR 100
6. Indian Birds 25

CNN Models

1. LeNet-5 CNN
2. Conv-6 CNN
3. InceptionNet-v1 CNN
4. ResNet-18
5. ResNet-34
6. ResNet-50
7. VGG-16/17
8. VGG - 18
9. WideResnet 28-10
10. WideResnext

Graph based

1. GCN
2. GAT
3. GraphSage

Others

1. K-means clustering
2. Variational Auto Encoder(VAE)
3. KNN
4. SVM
5. Random Forest and Decision Trees
6. Bag of Visual Words (BoVW)
7. Principal Component analysis
8. Naive Bayes
9. Gaussian Mixture Models
10. Histogram Based methods
11. LDA (Linear Discriminant analysis)
12. QDA (Quadratic Discriminant Analysis)
13. LightGBM
14. XGBoost
15. CatBoost
16. Deep Belief networks
17. Generative Adversarial Networks
18. Capsule Networks

FrameWorks

1. Pytorch
2. Tensorflow