amit1nayak
Doing my research on MVL-Memory, Vision and Language. In the process of building human computer who has the conscious like human being..
Mars
Pinned Repositories
coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
FDP-Lecture-PPT
Lectures PPT on Blockchain and Smart Contract Technology
forecasting
Time series modelling with sunspot data
GPT-App
The simplest, fastest repository for training/finetuning medium-sized GPTs.
GPT-from-scratch
Re-implementation of Andrej Karpathy's nanoGPT
GPT3_Beta
lime
Lime: Explaining the predictions of any machine learning classifier
Math-for-Data-Science
Required math subjects for data science.
pdfGPT
PDF GPT allows you to chat with the contents of your PDF file by using GPT capabilities. The only open source solution to turn your pdf files in a chatbot!
Skin-Cancer-Classification-using-Deep-Learning
Classify Skin cancer from the skin lesion images using Image classification. The dataset for the project is obtained from the Kaggle SIIM-ISIC-Melanoma-Classification competition.
amit1nayak's Repositories
amit1nayak/GPT-App
The simplest, fastest repository for training/finetuning medium-sized GPTs.
amit1nayak/pdfGPT
PDF GPT allows you to chat with the contents of your PDF file by using GPT capabilities. The only open source solution to turn your pdf files in a chatbot!
amit1nayak/5GNetwrokslicing
amit1nayak/AI-for-Good-Specialization
Learn AI's role in addressing complex challenges. Build skills combining human and machine intelligence for positive real-world impact using AI
amit1nayak/AI-Powered-5G-OpenRAN-Optimizer
This advanced and complex project implements an AI-powered optimization system for 5G Open RAN networks. Using machine learning and deep learning, the system optimizes network performance by detecting anomalies, predicting network traffic, and dynamically allocating resources.
amit1nayak/Building-Systems-with-the-ChatGPT-API
In Building Systems With The ChatGPT API, you will learn how to automate complex workflows using chain calls to a large language model.
amit1nayak/cover-agent
CodiumAI Cover-Agent: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! 💻🤖🧪🐞
amit1nayak/Functions-Tools-and-Agents-with-LangChain
You’ll explore new advancements like ChatGPT’s function calling capability, and build a conversational agent using a new syntax called LangChain Expression Language (LCEL) for tasks like tagging, extraction, tool selection, and routing.
amit1nayak/generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
amit1nayak/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.
amit1nayak/How-Diffusion-Models-Work
In How Diffusion Models Work, you will gain a deep familiarity with the diffusion process and the models which carry it out. More than simply pulling in a pre-built model or using an API, this course will teach you to build a diffusion model from scratch.
amit1nayak/kb-voiceflow-demo
amit1nayak/LangChain-for-LLM-Application-Development
In LangChain for LLM Application Development, you will gain essential skills in expanding the use cases and capabilities of language models in application development using the LangChain framework.
amit1nayak/llm-agent-web-tools
A simple Google Search Engine Crawler.
amit1nayak/LLM-cookbook-RAG
amit1nayak/LLM-eval-survey
The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".
amit1nayak/LLM-PlayLab
This playlab encompasses a multitude of projects crafted through the utilization of Large Language Models, showcasing the versatility and impact of these models across various applications.
amit1nayak/LLM4Annotation
amit1nayak/ml-ferret
amit1nayak/ML-Papers-Explained
Explanation to key concepts in ML
amit1nayak/ML-Papers-of-the-Week
🔥Highlighting the top ML papers every week.
amit1nayak/pandas-ai
Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
amit1nayak/prismer
The implementation of "Prismer: A Vision-Language Model with An Ensemble of Experts".
amit1nayak/R2R-RAG
The framework for fast development and deployment of RAG systems.
amit1nayak/rag-fusion
RAG-Fusion implementation using Langchain, Weaviate and OpenAI
amit1nayak/Scrapegraph-ai
Python scraper based on AI
amit1nayak/state-of-open-source-ai
Clarity in the current fast-paced mess of Open Source innovation
amit1nayak/taipy
Turns Data and AI algorithms into production-ready web applications in no time.
amit1nayak/Taiwanese-Whisper
fine-tune Whipser model for Taiwanese speech recognition
amit1nayak/tiny-transformer
Tiny transformer models implemented in pytorch.