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