NNdl-lab

5th sem programs

Sno	Name	Date
	PART A
1	Cancer Prediction ANN	5/9/23
2	Churn Prediction	12/9/23
3	Keras_Hyperparameter	26/9/23
4	MNSIT HandWritten Classification ANN	26/9/23
5	Dropout Layers NN	03/10/23
6	Regularization	03/10/23
7	Sentiment Analysis ANN	07/10/23
8	MNSIT Handwritten Classification CNN	07/10/23
	PART B
9	Data Agumentation	10/10/23
10	Transfer Learning	31/10/23
11	Sentiment Analysis with LSTM	31/10/23
12 & 13	Next Word Prediction using RNN and LSTM	07/11/23
14 & 15	ExplainableAI LIME & SHAP	16/11/23

Name		Name	Last commit message	Last commit date
Latest commit History 23 Commits
12-dropout-layers.ipynb		12-dropout-layers.ipynb
2Transfer_learning_methods_Vgg16_and_vgg19.ipynb		2Transfer_learning_methods_Vgg16_and_vgg19.ipynb
3.breast-cancer.ipynb		3.breast-cancer.ipynb
Churn model prediction using ann.ipynb		Churn model prediction using ann.ipynb
Churn_Modelling.csv		Churn_Modelling.csv
Data augmentation.ipynb		Data augmentation.ipynb
Handwritten classification ANN.ipynb		Handwritten classification ANN.ipynb
Hyperparameter.ipynb		Hyperparameter.ipynb
Keras Hyperparameter Tuning.ipynb		Keras Hyperparameter Tuning.ipynb
L1 Breast cancer classification using ANN.ipynb		L1 Breast cancer classification using ANN.ipynb
Next_word_Prediction.ipynb		Next_word_Prediction.ipynb
README.md		README.md
Real_Combine.csv		Real_Combine.csv
Simple sentiment analysis and pply LSTM model.ipynb		Simple sentiment analysis and pply LSTM model.ipynb
Transfer learning methods-Vgg16 and vgg19.ipynb		Transfer learning methods-Vgg16 and vgg19.ipynb
XAI using LIME and SHAP.ipynb		XAI using LIME and SHAP.ipynb
breast-cancer.csv		breast-cancer.csv
classification of handwritten digits using cnn.ipynb		classification of handwritten digits using cnn.ipynb
handwritten cnn		handwritten cnn
regularization techniqye.ipynb		regularization techniqye.ipynb
sentiment analysis using ann.ipynb		sentiment analysis using ann.ipynb
sentiment.csv		sentiment.csv

Provide feedback