Learn how to design, develop, deploy and iterate on production-grade ML applications.

100-Days-Of-ML-Code中文版

A collection of various deep learning architectures, models, and tips

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use th…

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

Code release for NeRF (Neural Radiance Fields)

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

Fast and Easy Infinite Neural Networks in Python

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier

VPoser: Variational Human Pose Prior

FSGAN - Official PyTorch Implementation

Example code for the Siggraph Asia Tutorial CreativeAI

Code for "Fast and Robust Multi-Person 3D Pose Estimation from Multiple Views" (CVPR 2019, T-PAMI 2021)

An easy to use VR toolkit for Oculus Quest development using the Godot game engine

Python bindings for the Openpose library

A (modern) C++ implementation of the Peter Shirley Ray Tracing mini-books (https://raytracing.github.io). Features a clean project structure, perf. improvements (compared to the original code), mul…

This is the code for "Neural DIfferential Equations" By Siraj Raval on Youtube

In The Wild 3D Morphable Models

PyTorch code for Neighbourhood Consensus Networks

This repository contains the code for my master thesis on Emotion-Aware Facial Animation

[CVPR 2023] E3DGE: An encoder-based 3D StyleGAN inversion framework.

Learning records for building a large language model from scratch

Face geometry reconstruction (pyTorch)

SH lighting in python/C++

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gan…

supporting material for Crash Report Prioritization for Large-Scale Scheduled Launches