Manas Jain's repositories
awesome-courses
:books: List of awesome university courses for learning Computer Science!
al-go-rithms
:musical_note: Algorithms written in different programming languages - https://zoranpandovski.github.io/al-go-rithms/
Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! đŸ˜€)
Automating-Parallel-Pipe-network
Problem statement - For given discharge (Q), we need to determine the distribution of flow across the ‘n’ parallel pipes
coding-interview-university
A complete computer science study plan to become a software engineer.
coursera-deep-learning
Solutions to all quiz and all the programming assignments!!!
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
learners-space
This repository contains all the content for these courses to be covered in Learner's Space -
machine-learning-interview
Machine Learning Interviews from FAAG, Snapchat, LinkedIn.
machine_learning_examples
A collection of machine learning examples and tutorials.
manasjain26.github.io
https://manasjain26.github.io/
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
MML-Companion
This is a companion to the ‘Mathematical Foundations’ section of the book, Mathematics for Machine Learning by Marc Deisenroth, Aldo Faisal and Cheng Ong, written in python for Jupyter Notebook.
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
R_BERT-on-custom-dataset
The codebase of my R&D project (Spring 2021) under the supervision of Prof Soumen Chakrabarty at IIT Bombay
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
sentence-transformers
Sentence Embeddings with BERT & XLNet
shala2020.github.io
Lectures and notes for a summer course on DS, ML, and AI
Spring2018
Computer Vision Course at IITB, Spring 2018
Spring2019
The Computer Vision Course at IITB (CS763), Spring 2019
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)