AhlCV

generative-ai-for-beginners

21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

PySyft

Perform data science on data that remains in someone else's server

python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

Diffusion-Models-Papers-Survey-Taxonomy

Diffusion model papers, survey, and taxonomy

learn2learn

A PyTorch Library for Meta-learning Research

Awesome-Text-to-Image

(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

au-companies-providing-work-visa-sponsorship

Australian companies that provide work visa (and/or relocation) to their employees (mainly tech).

Hands-On-Meta-Learning-With-Python

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

cornell-cs5785-2020-applied-ml

Teaching materials for the applied machine learning course at Cornell Tech (online edition)

robustbench

RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]

Pyfhel

PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in Python, with NumPy compatibility. Uses SEAL/PALISADE as backends, implemented using Cython.

Machine-Learning-for-Imbalanced-Data

Machine Learning for Imbalanced Data, published by Packt

Awesome-MLOPS

All the available resources to master MLOPS from scratch

Roadmap-to-become-a-professional-Software-Engineer

fusilli

A Python package housing a collection of deep-learning multi-modal data fusion method pipelines! From data loading, to training, to evaluation - fusilli's got you covered 🌸

awesome-cv

Curated educational list for computer vision

Head-First-Design-Patterns

Code for the book Head First Design Patterns by Eric Freeman & Elizabeth Freeman

imaml

Reproduction of the IMAML paper

design-patterns

[WIP] Assignments for the course of Design Patterns by University of Alberta on Coursera

devops-workshop-2020

DevOps Workshop for Software Engineers 2020

Lloseng

Java code from Textbook Object-Oriented Software Engineering

CNSBench