Yannick Stephan's repositories
NLP-LLM-LangChain-ReAct-MultStepReason-2
Natural Language Processing (NLP) and Large Language Models (LLM) with LangChain / ReAct and Building Multi-stage Reasoning Systems
NLP-LLM-LangChain-Multi-Step-Reasoning-Part-1
Natural Language Processing (NLP) and Large Language Models (LLM) with LangChain and Building Multi-stage Reasoning Systems
NLP-LLM-VectorDB-Pinecone
Natural Language Processing (NLP) and Large Language Models (LLM) with Vector Database Pinecone
NLP-LLM-Vector-Embeddings-DB-Search
Natural Language Processing (NLP), Large Language Models (LLM), and the Power of Vector Embeddings and Databases
fastapi-poetry-starter
A starter project using Python, FastAPI and Poetry
NLP-LLM-Basic-Applications
Natural Language Processing (NLP) and Large Language Models (LLM) and various basic applications.
awesome-chatgpt-prompts
This repo includes ChatGPT prompt curation to use ChatGPT better.
machine_learning_examples
A collection of machine learning examples and tutorials.
awesome-langchain
😎 Awesome list of tools and projects with the awesome LangChain framework
Whitebox-Code-GPT
Repository of instructions for Programming-specific GPT models
large-language-models
Notebooks for Large Language Models (LLMs) Specialization
benchmarks
Benchmarking PDF libraries
gpt-migrate
Easily migrate your codebase from one framework or language to another.
NLP-PEFT-LoRA-DialogSum-Dialogue-Summarize
Exploration of Large Language Model (LLM) and its capabilities, specifically dialogue summarization abilities. It highlights the use of a comprehensive fine-tuning approach called Efficient Fine-Tuning (PEFT)
chunkerizer
Split and analyze text files using langchain and streamlit
WGAN-GP-GM-QuickDraw-Image-Generation
This project is an exploration of Generative Models (GM) and its capabilities, focusing on the generation of bicycle images using Wasserstein Generative Adversarial Networks (WGAN-GP) in conjunction with estimators and generators.
PCA-CV-Brain-Prediction
Predict the brain tumor subtype present in a given MRI based on radiomic characteristics.
CNN-CV-Brain-Prediction
Predict the MGMT promoter methylation status of glioblastoma tumors between values of 0 and 1.
LLM-finetuning
This repository provides code and resources for Parameter Efficient Fine-Tuning (PEFT), a technique for improving fine-tuning efficiency in natural language processing tasks.
RSNA-MICCAI-Brain-Tumor-Classification-AI
Predict the brain tumor subtype present in a given MRI based on radiomic characteristics.
better_profanity
Blazingly fast cleaning swear words (and their leetspeak) in strings
CNN-CV-GTSRB-Classification
Convolutional Neural Networks (CNN) with Computer Vision (CV) for GTSRB Traffic Sign Classification
CNN-CV-RICE-Classification
Convolutional Neural Networks (CNN) with Computer Vision (CV) for Rice Classification
DNN-Wine-Prediction
Dense Neural Network (DNN) for Wine quality Prediction
CNN-CV-MNIST-Classification
Convolutional Neural Networks (CNN) with Computer Vision (CV) for MNIST Handwriting Classification
LangChain-Chat-with-Your-Data
Explore LangChain and build powerful chatbots that interact with your own data. Gain insights into document loading, splitting, retrieval, question answering, and more.
embeddings-similarity
Experiment with accuracy of similarity searches on a dataset with known similar and dissimilar content.
complex_chain_playground
Playground project acting as an example for a complex LangChain workflow
llm-tutorials
A set of LLM Tutorials from my youtube channel