pm2r

300DaysOFMachineLearning-DeepLearning-LLM

Hello everyone this repo will contain my journey of machine learning and DeepLearning with some exciting projects

AI-Llama3-Ollama-Localrag

Local LLM with Ollama & PgVector made for Llama3.

mlcourse.ai

Open Machine Learning course mlcourse.ai, both in English and Russian

pm2r/300DaysOFMachineLearning-DeepLearning-LLM

Hello everyone this repo will contain my journey of machine learning and DeepLearning with some exciting projects

pm2r/AI-Llama3-Ollama-Localrag

Local LLM with Ollama & PgVector made for Llama3.

pm2r/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, ... 🧠

pm2r/AnyGPT-on-Colab---OLLAMA-with-UI-on-Colab

Google Colab Notebook describing step by step how to run Ollama with UI on Colab and expose created user interface to the internet.

pm2r/applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

pm2r/awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

pm2r/codellama-chatbot

A local LLM chatbot using Code Llama

pm2r/coding_snippets

pm2r/colab-as-Vps

This GitHub repository is a guide on using Google Colaboratory as a virtual private server (VPS). It includes instructions on setup and configuration, as well as sample code for various applications. Ideal for developers, researchers, or anyone looking to run a server on a budget.

pm2r/Complex-PDF-RAG-Agent-using-QueryPipeline-from-Scratch_Llamaparse_OS-LLM

pm2r/Convolutional-KANs

This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable non linear activations in each pixel.

pm2r/courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

pm2r/dir-assistant

Chat with your current directory's files using a local or API LLM.

pm2r/gcloud_generative-ai

Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI

pm2r/gcloud_python-docs-samples

Code samples used on cloud.google.com

pm2r/InterviewQuestions

This is a collection of DS, AI, ML, DL, NLP, Computer Vision job interview questions.

pm2r/kotaemon

An open-source RAG-based tool for chatting with your documents.

pm2r/llm-chatbot-rag

A local LLM chatbot with RAG for PDF input files

pm2r/LLM101n

LLM101n: Let's build a Storyteller

pm2r/Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

pm2r/Mistralai_cookbook

pm2r/ollama-RAG-LLM

Get up and running with Llama 3, Mistral, Gemma, and other large language models.

pm2r/rag-from-scratch

pm2r/rag-from-scratch_bis

An entirely local RAG system from scratch

pm2r/RQ-RAG

Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"

pm2r/Running-ollama-on-colab

pm2r/Self-RAG-Agent-using-LangGraph-with-RAG-Triad-and-OS-Mistral-LLM

pm2r/simple-local-rag

Build a RAG (Retrieval Augmented Generation) pipeline from scratch and have it all run locally.

pm2r/Superior-RAG-for-Complex-PDFs-using-LlamaParse

I have explained how to create superior RAG pipeline for complex pdfs using LlamaParse. We can extract text and tables from pdf and QA on it with high performance.

pm2r/vectordb-recipes

High quality resources & applications for LLMs, multi-modal models and VectorDBs