Vardhan Dongre's Projects
Applied Machine Learning Problems
Assignments / Project
A complete computer science study plan to become a software engineer.
Final Project for CS 445 (2020)
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
The Leek group guide to data sharing
# Data processing for pose estimation tasks
The fastai deep learning library, plus lessons and tutorials
Starter app for fastai v3 model deployment on Render
Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.
Contains Theory and codes on problems related to network/graphs and trees
deep reinforcement learning on Atari games, homework assignment for IE 534 Fall 2019 at UIUC, taught by Prof. Justin Sirignano
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
A collection of ml5.js examples
some useful algorithms from scratch
100 numpy exercises (100% complete)
:page_with_curl: A list of practical projects that anyone can solve in any programming language.
Template for data generator with PyTorch
PyTorch implementations of Generative Adversarial Networks.
Topological Deep Learning
PyTorch tutorials.