bmanobel

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

AWS-Certified-Cloud-Practitioner-Notes

AWS Certified Cloud Practitioner Short Notes And Practice Exams (CLF-C02)

ChatFAQ

Elevate user interactions with ChatFAQ: your open-source chatbot solution, offering the full spectrum of ChatGPT capabilities. AI + LLM + CMS

courses

Anthropic's educational courses

deep_learning_course

deep learning course 202401

ds3_mmdl

Repo for the multimodal deep learning class at the DS3 data science summer school

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Getting-Things-Done-with-Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

haystack-tutorials

Here you can find all the Tutorials for Haystack 📓

Langchain

This repository will show how Langchain🦜🔗 library can be used and integrated

Large-Language-Model-Notebooks-Course

Practical course about Large Language Models.

large-language-models

LargeLanguageModelsProjects

Large Language Model Projects

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llm-twin-course

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 11 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

LLMs-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

Machine-Learning-for-Imbalanced-Data

Machine Learning for Imbalanced Data, published by Packt

material

Materials of the PyData Madrid monthly meetups

nlp_course

YSDA course in Natural Language Processing

notebooks_aisuko

Implementation for the different ML tasks on Kaggle platform with GPUs.

NYU-DLSP21

NYU Deep Learning Spring 2021

progit2-es

Spanish Translation

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

rag-fusion

rag_detective

A chatbot utilizing Retrieval Augmented Generation (RAG) to answer questions about company websites.

streamlit-agent

Reference implementations of several LangChain agents as Streamlit apps

summer-school-transformers-2023

Course repository for the session "Hands-on Transformers: Fine-Tune your own BERT and GPT" of the Data Science Summer School 2023

Text-Classification

Text Classification through CNN, RNN & HAN using Keras

Transformers-for-NLP-2nd-Edition

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

ZephyrGPT4ALL

Test of Chat with documents and RAG reranking multi-language with Zephyr7b GPTQ