Selvaraj Sembulingam's repositories
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
builder
Build custom Ivy training pipelines for any deep learning framework with clear, hierarchical and robust user specifications
cheatsheets
My Cheatsheet Repository
selvaraj-sembulingam
Config files for my GitHub profile.
course-nlp
A Code-First Introduction to NLP course
doc-builder
Simple Documentation Builder for Ivy Projects.
ecosystem
Collection of Third-Part Libraries making use of Ivy
gym
Fully differentiable RL environments, written in Ivy.
ivy
The Unified Machine Learning Framework
kubernetes-the-hard-way
Bootstrap Kubernetes the hard way on Vagrant on Local Machine. No scripts.
linux-sysops-handbook
A study notes for the common knoweldge and tasks of Linux system admins.
mech
Mechanics functions with end-to-end support for deep learning developers, written in Ivy.
memory
Differentiable memory modules for machine learning with Ivy
models
Off-the-shelf models for a variety of domains
python-fire
Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
robot
Functions and classes for gradient-based robot motion planning, written in Ivy.
spring-and-hibernate-for-beginners
Source code for the course: Spring and Hibernate for Beginners
vision
3D Vision functions with end-to-end support for deep learning developers, written in Ivy.
WebsiteYOLO
The back-end for the YOLOv3 object detector running as a webapp