Aarsh Chaube's Projects
โจ Recognize all contributors, not just the ones who push code โจ
๐งโ๐ซ Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, etc. ๐ง
Test suite for the PyData Array APIs standard
A curated list of deep learning resources for computer vision
Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation
A curated list of neural network pruning resources.
Curated list of awesome papers and resources in quantum machine learning
Deep Learning with TensorFlow 2 and Keras, published by Packt
GitHub Bot for Automatic Docstring Generation
As the world advances in its journey towards automation and machine intelligence, equipping cutting-edge hardware with intelligent instincts grows in its importance. As intellect is for humans, software is for machines, hence we present an amalgamation of critically useful visionary skill sets for tracking, surveillance and unguided machine transportation. Autonomous unmanned ground vehicles comprise several technologies that allow the machine to be self-acting and self-regulating, sans human intervention.
Resources for "Introduction to Deep Learning" course.
The Unified Machine Learning Framework
Demos and Tutorials with Ivy
This is the Octernships assignment for Ivy GitHub Octernships
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
Introduction to ML packages for the 6.86x course
IEEE-ICETCI 2021 is organizing a Virtual Competition in association with RRSC-Central, NRSC, ISRO, Nagpur on โMachine learning based feature extraction of Electrical Substations from Satellite data using Open-Source toolsโ, and will take place from 1 March to 30 July, 2021.
An extension of Open3D to address 3D Machine Learning tasks
openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 150 supported car makes and models.
๐Paper Implementations/reviews...๐ง tutorials on latest deep learning software tools๐ง
The PennyLane-Qiskit plugin integrates the Qiskit quantum computing framework and IBM Q with PennyLane's quantum machine learning capabilities.
Geometric Deep Learning Extension Library for PyTorch
Official repo for QHackโthe quantum machine learning hackathon