Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Animation engine for explanatory math videos

🙌 OpenHands: AI-Driven Development

Magenta: Music and Art Generation with Machine Intelligence

Super Resolution for images using deep learning.

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts

A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.

PyTorch code and models for V-JEPA self-supervised learning from video.

Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive arch…

WebRTC for the Curious: Go beyond the APIs

Code for BLT research paper

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

An interface library for RL post training with environments.

Evolving a neural network with a genetic algorithm.

Monte carlo tree search in python

Python screenshot library, replacement for the Pillow ImageGrab module on Linux.

Seam Carving for Content Aware Image Resizing

Faster, better Dota 2 Python replay parser.

Proximal Policy Optimization (PPO) algorithm for Contra

A pytorch implementation of the paper "Prediction, Consistency, Curvature: Representation Learning for Locally-Linear Control"

Faster RCNN for plastic bag detection

python version of Syntetos, Boylan, Croston method of categorization of demand patterns

python version of Syntetos, Boylan, Croston method of categorization of demand patterns