jloveric

high-order-layers-torch

High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial (Chebyshev nodes) and Fourier Series layers of arbitrary order. Piecewise implementations could be thought of as a 1d grid (for each neuron) where each grid element is Lagrange polynomial. Both full connected and convolutional layers included.

high-order-implicit-representation

Implicit representation of various things using PyTorch and high order layers

neural-network-pdes

Neural Network Implicit Representation of Partial Differential Equations

high-order-networks-torch

Attempt at high order resnets

language-interpolation

Experiments in language interpolation with high order sparse neural networks

adahessian

ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning

awesome-kan

A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.

chumpy

comfyui_segment_anything

Based on GroundingDino and SAM, use semantic strings to segment any element in an image. The comfyui version of sd-webui-segment-anything.

deep-nearest-neighbor-torch

Pure python implementation of deep nearest neighbor

deep-organize

Organize things given constraints using transformers

DRL-urban-planning

A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities.

Grounded-Segment-Anything

Grounded-SAM: Marrying Grounding-DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

InstantMesh

InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models

jloveric.github.io

UI for github

langroid-examples

Using Langroid's Multi-Agent Framework to Build LLM Apps

LucidDreamer

Official code for the paper "LucidDreamer: Domain-free Generation of 3D Gaussian Splatting Scenes".

mamba

mamba-nd

Implementation n-dimensional mamba

nvdiffrecmc

Official code for the NeurIPS 2022 paper "Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and Denoising".

Open-Sora

Open-Sora: Democratizing Efficient Video Production for All

paint-it

[CVPR'24] Official PyTorch Implementation of "Paint-it: Text-to-Texture Synthesis via Deep Convolutional Texture Map Optimization and Physically-Based Rendering"

Paint3D

Paint3D: Paint Anything 3D with Lighting-Less Texture Diffusion Models, a no lighting baked texture generative model

pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

space_layout_gym

SyncMVD

Official PyTorch & Diffusers implementation of "Text-Guided Texturing by Synchronized Multi-View Diffusion"

Text2Tex

[ICCV 2023] Text2Tex: Text-driven Texture Synthesis via Diffusion Models

TEXTurePaper

Official Implementation for "TEXTure: Text-Guided Texturing of 3D Shapes"

tree-diffusion

vector-neural-networks

Experiments in vector neural networks