Srivats Ramaswamy's repositories
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Insurance-Valuation
This repository contains the code for the Insurance Valuation project as part of the dissertation.
MapReduce-by-Python-mrjob
Using Python lib mrjob too run MapReduce on Hadoop Env
Price-Predictions-Using-LSTM
This repository contains a .ipynb file that will help in the predictions of future prices for any given commodity with respect to the data provided as a csv file to train the model on. For this example, prices for Natural Gas is used.
AngryGrannyAI
A CNN for playing the Angry Granny Run
App-Reviews-Analysis-Using-NLP-and-Big-Data
The reviews data of 3 applications Instagram, Twitter and Koo is taken from different app stores so that it can be analyzed for classifying reviews based on whether the reviews are good or not.
caer
High-performance Vision library in Python. Scale your research, not boilerplate.
Flights-Reviews-Classifier
This project deals with classifying the reviews of different airlines in order to classify them as being decent airlines or not. It uses NLP along with a Big Data Analytics tool called Spark using the API called PySpark.
MTCS_101-P-_Assignments
These are the assignments given by Uday Kiran sir.
OSGD-Classifier
Assignment for predictions of Sustainability Development Goals of UN given the document
Python-Chess
This is a cross platform LAN multiplayer chess game built in python using the pygame module. It however has bugs. Feel free to use and/or debug the code. You would require to install python and the pygame module in your system to run this. For further details, read the project report which is provided with the code and the game sprites. The report also contains the working of the code and the logical framework behind developing this game.
Python-Data-Science-Notebooks
All the notebooks regarding the different data science concepts such as data pre-processing, regression models, classification models and so on.
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
Sustainable-Development-Goals-Classifier
SDG - Label Classifier is a N-Gram based NLP model that can label any given text to its respective Sustainable Development Goals as prescribed by the United Nations.
tensorflow-deep-learning
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.