Sumanas Sarma's starred repositories
tensorflow
An Open Source Machine Learning Framework for Everyone
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
InvokeAI
InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multiple commercial products.
openvpn-install
OpenVPN road warrior installer for Ubuntu, Debian, AlmaLinux, Rocky Linux, CentOS and Fedora
3d-game-shaders-for-beginners
🎮 A step-by-step guide to implementing SSAO, depth of field, lighting, normal mapping, and more for your 3D game.
tensorboard
TensorFlow's Visualization Toolkit
Reinforcement_learning_tutorial_with_demo
Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
Sorting-Algorithms-Blender
Sorting algorithms visualized using the Blender Python API.
tdd-tetris-tutorial
Exercise for learning Test-Driven Development with the help of predefined tests
pytorch-neural-style-transfer
Reconstruction of the original paper on neural style transfer (Gatys et al.). I've additionally included reconstruction scripts which allow you to reconstruct only the content or the style of the image - for better understanding of how NST works.
BERT-Keyword-Extractor
Deep Keyphrase Extraction using BERT
ClimateChange
What can a technologist do about climate change? A personal view
Interaction-networks_tensorflow
Tensorflow Implementation of Interaction Networks for Learning about Objects, Relations and Physics
pytorch-neural-style-transfer-johnson
Reconstruction of the fast neural style transfer (Johnson et al.). Some portions of the paper have been improved by the follow-up work like the instance normalization, etc. Checkout transformer_net.py's header for details.
contributions-graph
A Python clone of GitHub’s Contributions graph
network-traffic-classifier
This project focuses on network traffic data, with the aim of classifying the traffic into benign and malicious (attack) packets.
Seaborn-visualisation
CO2 emission comparison using Iran`s and Turkey`s data from World Bank
tdd-tetris-tutorial
Tutorial for learning TDD. You make a Tetris game by writing code to pass the test cases. See README. Feedback is welcome!