bmanobel

bmanobel

Geek Repo

Location:Spain

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bmanobel's repositories

annoy

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

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AWS-Certified-Cloud-Practitioner-Notes

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

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ChatFAQ

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

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courses

Anthropic's educational courses

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deep_learning_course

deep learning course 202401

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ds3_mmdl

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

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generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI ๐Ÿ”— https://microsoft.github.io/generative-ai-for-beginners/

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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

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haystack-tutorials

Here you can find all the Tutorials for Haystack ๐Ÿ““

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Langchain

This repository will show how Langchain๐Ÿฆœ๐Ÿ”— library can be used and integrated

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Large-Language-Model-Notebooks-Course

Practical course about Large Language Models.

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LargeLanguageModelsProjects

Large Language Model Projects

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llm-course

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

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llm-twin-course

๐Ÿค– ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป for ๐—ณ๐—ฟ๐—ฒ๐—ฒ how to ๐—ฏ๐˜‚๐—ถ๐—น๐—ฑ an end-to-end ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜๐—ถ๐—ผ๐—ป-๐—ฟ๐—ฒ๐—ฎ๐—ฑ๐˜† ๐—Ÿ๐—Ÿ๐—  & ๐—ฅ๐—”๐—š ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ using ๐—Ÿ๐—Ÿ๐— ๐—ข๐—ฝ๐˜€ best practices: ~ ๐˜ด๐˜ฐ๐˜ถ๐˜ณ๐˜ค๐˜ฆ ๐˜ค๐˜ฐ๐˜ฅ๐˜ฆ + 11 ๐˜ฉ๐˜ข๐˜ฏ๐˜ฅ๐˜ด-๐˜ฐ๐˜ฏ ๐˜ญ๐˜ฆ๐˜ด๐˜ด๐˜ฐ๐˜ฏ๐˜ด

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LLMs-from-scratch

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

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Machine-Learning-for-Imbalanced-Data

Machine Learning for Imbalanced Data, published by Packt

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material

Materials of the PyData Madrid monthly meetups

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nlp_course

YSDA course in Natural Language Processing

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notebooks_aisuko

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

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NYU-DLSP21

NYU Deep Learning Spring 2021

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progit2-es

Spanish Translation

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pytorch-seq2seq

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

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rag_detective

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

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streamlit-agent

Reference implementations of several LangChain agents as Streamlit apps

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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

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Text-Classification

Text Classification through CNN, RNN & HAN using Keras

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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

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ZephyrGPT4ALL

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

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