jorgeutd

classify-sentiment-on-IMDB-reviews-LSTM-GRU-Bidirectional-GRU

This sequential models based approach to predict the sentiment over a movie review using the IMDB movie reviews dataset. The kernel imports the IMDB reviews (originally text - already transformed by Keras to integers using a dictionary).

DeepLearning.AI-Functions-Tools-and-Agents-with-LangChain

I'd like to share my journey through DeepLearning.AI's Course in Functions, Tools and Agents with LangChain.

DeepLearning.AI-Vector-Databases-from-Embeddings-to-Applications

I'd like to share my journey through DeepLearning.AI's Course in Vector Databases: from Embeddings to Applications.

llm-finetuning-scripts-utils

Collection of training scripts for supervised fine-tuning and alignment of transformer language models. The scripts are designed to be run on Amazon SageMaker for efficient training of large language models.

mental-health-chatbot

A mental health chatbot designed to provide support and resources for individuals seeking help.

recommendersys

This repo shows a set folder with notebooks demonstrating a variety techniques with different approaches for developing recommendation systems.

rust-polars-df

Rust project that provides a quick functionality for loading CSV data into a Polars dataframe, which is a data manipulation and analysis library in Rust. With this library, users can easily and efficiently load, transform, and analyze large datasets in Rust.

useful-snippets-tabular

A collection of useful Python code snippets for Exploratory Data Analysis (EDA), Feature Engineering, and Modeling.

Weights-Biases-Sagemaker

adverse-drug-effect-detection-transformers-sagemaker

Train an NLP model using transformers and datasets library together with a custom Amazon sagemaker-sdk to detect adverse drugs effects

Building-and-Evaluating-Advanced-RAG-ApplicationsDeeplearning.AI

Building-and-Evaluating-Advanced-RAG-Applications Deeplearning AI Course

DeepLearning.AI-LangChain-for-LLM-Application-Development

LangChain for LLM Application Development course notebooks

examples

algoexamplesearch

fine-tune-falcon7b

Notebook to fine-tune-falcon7b model in sag.

jorgeutd

Mortgage-credit-risk-HPO

Multiclass-Image-Classification-TF-RestNet

building-intelligent-agents-for-RAG-with-LlamaIndex

This repository contains the implementation and resources for the course "Building Agentic RAG with LlamaIndex," offered by DeepLearning.AI in collaboration with LlamaIndex and led by Jerry Liu, co-founder and CEO at LlamaIndex.

Chatbot-Bedrock-Haiku-Langchain-with-Memory

This repository hosts the source code for a memory-enhanced chatbot application, utilizing Amazon Bedrock (Claude 3 Haiku), LangChain, Faiss, and Streamlit technologies.

deeplearning.ai-knowledge-graphs-for-rag

Tutorials on how knowledge graphs works, how to build with them, and create better retrieval augmented generation applications with the help of knowledge graphs.

evaluating-llms-judge-llm-approach

Evaluating large language models (LLM) is challenging due to their broad capabilities and the inadequacy of existing benchmarks in measuring human preferences. To address this, strong LLMs are used as judges to evaluate these models on more open-ended questions.

FlashRank

Ultra-lite & Super-fast re-ranking for your search & retrieval pipelines. Based on SoTA models like cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.

leaked-system-prompts

Collection of leaked system prompts

mixture-of-experts

PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538

Perplexica

Perplexica is an AI-powered search engine. It is an Open source alternative to Perplexity AI

Roberta-Emotion-Classification-Transformers

train an NLP model using transformers and datasets library together with a custom Amazon sagemaker-sdk

rust-snippet

Rust program that uses the csv crate to read a CSV file and store its data in memory. The main function of the program calls the "read_csv" function, which creates a "Reader" object using the path to the CSV file.

selenium-automation-personal

Selenium web browser automation to find cheapest flight for my trip to Rome.

time-series-examples-practice

This repository contains some notebooks of modeling steps that I use when dealing with time series data.

Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.