Sachin Kumar's Projects
Adaptive Convolutional Neural Networks
In the beautiful summer of 2019
Tasks of eYRC 2019-20
Helpful cheat sheet for quick reference to some Keras and Tensorflow code
To help python programmers experiment and learn. All algorithms implemented from scratch in jupyter notebook.
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
Defence Innovation Challenge, Shaastra 2020, IIT Madras
Cheat sheet for Natural Language Processing in Tensorflow
Basics of Numpy to Help Beginners made in Jupyter Notebook
An attempt to solve the OpenAI gym environments using RL algorithms.
https://openai.com/blog/requests-for-research-2/
A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science
A network router used by the PyGrid platform.
Server-based Grid Node used by the PyGrid platform
A library for encrypted, privacy preserving machine learning
PyTorch tutorial + Explanation = PyTorch cheatsheet (for quick reference)
Scrape youtube comments and perform sentiment analysis on them
A Twitter Sentiment Analysis model, using LSTM layers coded from scratch (using numpy)
serverless.tf is an opinionated open-source framework for developing, building, deploying, and securing serverless applications and infrastructures on AWS using Terraform.
summer of 2019
A privacy preserving NLP framework
Terraform module which creates EC2-VPC security groups on AWS