Repository Index

LLM Finetuning with peft

• falcon
• fine-tuning
• huggingface
• llama

This is code of book "Learn Deep Learning with PyTorch"

• pytorch
• pytorch-tutorials-cn
• pytorch-tutorial

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！

• chatglm
• llama
• llm
• lora

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

• gat
• graph-attention-networks
• attention-mechanism
• self-attention

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation

• background-removal
• deep-learning
• dichotomous-image-segmentation
• computer-vision

This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

• ai
• chromadb
• cookbooks
• faiss

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

• mathematics
• linear-algebra
• python
• jupyter

An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.

This repositories contains a list of python scripts projects from beginner level advancing slowly. More code snippets to be added soon. feel free to clone this repo

• python-script
• webscrapping
• ascii-art
• beginner-project

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

• datascience
• machine-learning
• statistical-learning
• python

This repository helps you learn Python and Machine Learning from scratch.

• python
• jupyter-notebook
• pandas-dataframe
• numpy

This repository is deprecated and will be archived

• ai
• chatbot
• documentation
• embeddings

This is a workshop designed for Amazon Bedrock a foundational model service.

This is the official repository for The Hundred-Page Language Models Book by Andriy Burkov

This repository showcases a selection of machine learning projects undertaken to understand and master various ML concepts. Each project reflects commitment to applying theoretical knowledge to practical scenarios, demonstrating proficiency in machine learning techniques and tools.

• machine-learning-projects
• projects
• ml-project
• python-project

Incredibly fast Whisper-large-v3

This course is designed to guide beginners through the exciting world of Edge AI, covering fundamental concepts, popular models, inference techniques, device-specific applications, model optimization, and the development of intelligent Edge AI agents.

Whisper based Japanese subtitle generator

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

• text-analytics
• text-summarization
• text-classification
• python

This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.

• advanced-rag
• agent
• llm
• rag

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

• aifinance
• fintech
• llama
• machine-learning

Pathology Foundation Model - Nature Medicine

• foundation
• foundation-model
• histopathology
• mahmoodlab

A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.

This repo contains materials for use in a TensorFlow workshop.