Update README.md

Author: rishiraj824

README.md

@@ -1,4 +1,32 @@
 # MachineLearningAlgorithms
 
-As part of the course ECE-GY 6143 at NYU, this repository consists of popular algorithms implemented on 
-Python. Feel free to try them out.
+This repository consists of popular algorithms implemented on Python notebooks. Feel free to try them out.
+
+
+```
+|-- fashionmnist-classification
+|   -- classification.ipynb
+|-- gaussian-distribution
+|   -- gaussian-distribution.ipynb
+|-- k-means-clustering
+|   -- k-means.ipynb
+|-- linear-regression-with-sklearn
+|   |-- exp_test.csv
+|   |-- exp_train.csv
+|   -- regression-using-sklearn.ipynb
+|-- logistic-regression
+|   -- logistic-regression.ipynb
+|-- multivar-linear-regression
+|   -- multivar-linear-regression.ipynb
+|-- naive-bayes-spam-filters
+|   -- naive-bayes-spam-filters.ipynb
+|-- pca-places-almanac
+|   |-- places-almanac.ipynb
+|-- perceptron
+|-- resnet
+|   |-- data
+|   -- resnet34-finetuning.ipynb
+|-- ridge-regression
+|-- tf-idf-parser
+
+```