mathsrocks

Large-Language-Model-Notebooks-Course

Practical course about Large Language Models.

pycon2024

Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024

02456-deep-learning-with-PyTorch

Exercises and supplementary material for the deep learning course 02456 using PyTorch.

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

pytorch_tutorials

Beginner Level Deep Learning Tutorials in Pytorch with Youtube Videos!

PyTorchStepByStep

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

DeepLearning

深度学习、强化学习、模仿学习与机器人

awesome-local-ai

An awesome repository of local AI tools

awesome-expressive-gnn

A collection of papers studying/improving the expressiveness of graph neural networks (GNNs)

devika

Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective. Devika aims to be a competitive open-source alternative to Devin by Cognition AI.

transformer-heads

Toolkit for attaching, training, saving and loading of new heads for transformer models

Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions

Solutions of Reinforcement Learning, An Introduction

Neural-Network-Parameter-Diffusion

We introduce a novel approach for parameter generation, named neural network parameter diffusion (p-diff), which employs a standard latent diffusion model to synthesize a new set of parameters

DeepSeek-LLM

DeepSeek LLM: Let there be answers

Awesome-LLM-KG

Awesome papers about unifying LLMs and KGs

funsearch

deep-learning-illustrated

Deep Learning Illustrated (2020)

mamba-minimal

Simple, minimal implementation of the Mamba SSM in one file of PyTorch.

Insight_Project

Reddit Network Analytics

Cloud-Free-Tier-Comparison

Comparing the free tier offers of the major cloud providers like AWS, Azure, GCP, Oracle etc.

laser

The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction

the-art-of-command-line

Master the command line, in one page

dsbook

Code samples for the Effective Data Science Infrastructure book

ml-monitoring

A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.

great_expectations

Always know what to expect from your data.

DeezyMatch

A Flexible Deep Learning Approach to Fuzzy String Matching

generative-ai

Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI

cs249r_book

Collaborative book Machine Learning Systems

LeanCopilot

LLMs as Copilots for Theorem Proving in Lean

Arabic-NER