Samanth Koduru's starred repositories
DevOps-Roadmap
DevOps Roadmap for 2024. with learning resources
unstructured
Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
awesome-generative-ai
A curated list of modern Generative Artificial Intelligence projects and services
whisper-jax
JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.
Awesome-LLMOps
An awesome & curated list of best LLMOps tools for developers
hands-on-llms
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
mlops-course
Learn how to design, develop, deploy and iterate on production-grade ML applications.
langchain-serve
⚡ Langchain apps in production using Jina & FastAPI
energy-forecasting
🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
LLM-PowerHouse-A-Curated-Guide-for-Large-Language-Models-with-Custom-Training-and-Inferencing
LLM-PowerHouse: Unleash LLMs' potential through curated tutorials, best practices, and ready-to-use code for custom training and inferencing.
vectordb-recipes
High quality resources & applications for LLMs, multi-modal models and VectorDBs
start-llms
A complete guide to start and improve your LLM skills in 2024 with little background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
Sign-Language-Interpreter-using-Deep-Learning
A sign language interpreter using live video feed from the camera.
alexa-sign-language-translator
A project to make Amazon Echo respond to sign language using your webcam
Generative-AI-with-LLMs
In Generative AI with Large Language Models (LLMs), you’ll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications.
Getting-Started-with-Generative-AI
A curated list of articles and tutorials to start with and understand generative AI
best_AI_papers_2023
A curated list of the latest breakthroughs in AI (in 2023) by release date with a clear video explanation, link to a more in-depth article, and code.
semantic_research_engine
A semantic research engine to get relevant papers based on a user query. Application frontend with Chainlit Copilot. Observability with Literal. Other Tech stack: LangChain, Chroma
SignLanguage
SignLanguage is a platform where users can practically learn American Sign Language using machine learning and access videos for over 20,000+ ASL phrases.
high-order-layers-torch
High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial (Chebyshev nodes) and Fourier Series layers of arbitrary order. Piecewise implementations could be thought of as a 1d grid (for each neuron) where each grid element is Lagrange polynomial. Both full connected and convolutional layers included.
American-Sign-Language-Recognition
Recognise and Learn American Sign Language
ASL-Finger-Spelling-To-Text
Bit.studio Internship Hand Gesture Recognition using MediaPipe, OpenCV, and Machine Learning
generative_ai
Kaggle Notebooks, Utility Scripts using Generative AI tools to check new models, fine tune models, test with various prompts, create Retrieval Augmented Generation solutions, AI Agents, to automate processes etc.