Stars
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
💨 Fast, Async-ready, Openapi, type hints based framework for building APIs
Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)
[ICLR 2023]DEIS: Fast Sampling of Diffusion Models with Exponential Integrator
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
Official code for "Accelerating Feedforward Computation via Parallel Nonlinear Equation Solving", ICML 2021
High-Resolution Image Synthesis with Latent Diffusion Models
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.
📜 List of notable tech companies in Singapore
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
The library for web and native user interfaces.
Repo for counting stars and contributing. Press F to pay respect to glorious developers.
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to k…
VIP cheatsheets for Stanford's CS 229 Machine Learning
🧮 A collection of resources to learn mathematics for machine learning
System design interview for IT companies
A collection of full time roles in SWE, Quant, and PM for new grads.
A large-scale face dataset for face parsing, recognition, generation and editing.
This is a collection of our NAS and Vision Transformer work.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
A latent text-to-image diffusion model
PyTorch Faster R-CNN Object Detection on Custom Dataset
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
OBBDetection is an oriented object detection library, which is based on MMdetection.
Dual Diffusion Implicit Bridges for Image-to-Image Translation. ICLR 2023.
[CVPR 2022] Official PyTorch Implementation for DiffusionCLIP: Text-guided Image Manipulation Using Diffusion Models
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models