Hariharan Ramshankar's repositories
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
azureml-examples
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
Project-Euler
My solutions to project euler in c++
coding-interview-university
A complete computer science study plan to become a software engineer.
community
Stores documents used by the TensorFlow developer community
CtCI-6th-Edition-Python
Cracking the Coding Interview 6th Ed. Python Solutions
Data-Structures
DS and Algos in C++
decord-v2
Updated version of decord - `An efficient video loader for deep learning with smart shuffling that's super easy to digest.`
devportfolio
A lightweight, customizable single-page personal portfolio website template built with JavaScript and Sass
DOVER
[ICCV 2023, Official Code] for paper "Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives". Official Weights and Demos provided.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
jupyterlab_app
A desktop application for JupyterLab, based on Electron.
keras-cv
Industry-strength Computer Vision workflows with Keras
learn-deep-learning
AI Summer's complete catalog of articles
LWM
Fork of LWM
MachineLearningNotebooks
Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
neural_rock_typing
Can machines help us understand how to distinguish rock types?
nextjs-notion-starter-kit
Deploy your own Notion-powered website in minutes with Next.js and Vercel.
numba-examples
Example Numba implementations of functions
openpilot
openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 100 supported car makes and models.
Python
All Algorithms implemented in Python
pytorch-Deep-Learning
Deep Learning (with PyTorch)
ray
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
rustlings
:crab: Small exercises to get you used to reading and writing Rust code!
stylegan2
StyleGAN2 - Official TensorFlow Implementation
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
tech-interview-handbook
💯 Curated interview preparation materials for busy engineers
VideoProcessingFramework
Set of Python bindings to C++ libraries which provides full HW acceleration for video decoding, encoding and GPU-accelerated color space and pixel format conversions