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1. AI-Bootcamp AI-Bootcamp Public

   Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, LLMs, RAGs, LangChain, LangGraph, Fine-tuning Llama 3 & AI Agents (CrewAI)

   Jupyter Notebook 299 104

2. Get-Things-Done-with-Prompt-Engineering-and-LangChain Get-Things-Done-with-Prompt-Engineering-and-LangChain Public

   LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and…

   Jupyter Notebook 1.1k 358

3. Getting-Things-Done-with-Pytorch Getting-Things-Done-with-Pytorch Public

   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 Autoe…

   Jupyter Notebook 2.4k 639

4. Deep-Learning-For-Hackers Deep-Learning-For-Hackers Public

   Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencode…

   Jupyter Notebook 1k 440

5. Machine-Learning-from-Scratch Machine-Learning-from-Scratch Public

   Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-m…

   Jupyter Notebook 170 62

6. ragbase ragbase Public

   Completely local RAG. Chat with your PDF documents (with open LLM) and UI to that uses LangChain, Streamlit, Ollama (Llama 3.1), Qdrant and advanced methods like reranking and semantic chunking.

   Python 60 20