Rahul D's Projects
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
:books: Freely available programming books
The Hugging Face course on Transformers
A library with basic maths implementations
Resources for the study group in IIT Guwahati focused on learning Artificial Intelligence.
Hackers' Guide to Language Models
Merging cobra on sequential prediction setup
A guide for astronauts (now, people doing machine learning) about what to do when things go wrong.
A bot which can play the matiks games' with the pace you need
Repo for the "Motion Planning Algorithms Testbed" Project
Motion Planning set-up for Robotics Club
Courses/resources related to optimization
General Purpose C++ Implementation for Inference and Learning in Bayesian and Markov Networks
Statistical Counterexample Detector for Differentially Private Mechanisms
A library for answering questions using data you cannot see
A set of jupyter notebooks on pytorch functions with examples
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
scikit-learn: machine learning in Python
Implementation and experimentation with basic ML algorithms.
A privacy preserving NLP framework