Kuang-Yu Jeng's starred repositories

pyenv

Simple Python version management

WaveFunctionCollapse

Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics

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slambook2

edition 2 of the slambook

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docker-ubuntu-vnc-desktop

A Docker image to provide web VNC interface to access Ubuntu LXDE/LxQT desktop environment.

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torch-points3d

Pytorch framework for doing deep learning on point clouds.

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MinkowskiEngine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

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gym-anytrading

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

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higher

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

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torchsparse

[MICRO'23, MLSys'22] TorchSparse: Efficient Training and Inference Framework for Sparse Convolution on GPUs.

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gpgpu-sim_distribution

GPGPU-Sim provides a detailed simulation model of contemporary NVIDIA GPUs running CUDA and/or OpenCL workloads. It includes support for features such as TensorCores and CUDA Dynamic Parallelism as well as a performance visualization tool, AerialVisoin, and an integrated energy model, GPUWattch.

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Python-Wrapper-for-World-Vocoder

A Python wrapper for the high-quality vocoder "World"

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FCGF

Fully Convolutional Geometric Features: Fast and accurate 3D features for registration and correspondence.

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pclpy

Python bindings for the Point Cloud Library (PCL)

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git-gud

Wanna git gud? Then get git-gud, and git gud at git!

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GradientEpisodicMemory

Continuum Learning with GEM: Gradient Episodic Memory

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nnPUlearning

Non-negative Positive-Unlabeled (nnPU) and unbiased Positive-Unlabeled (uPU) learning reproductive code on MNIST and CIFAR10

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TPN

Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.

paper-reading

比做算法的懂工程落地,比做工程的懂算法模型。

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DPPy

Python toolbox for sampling Determinantal Point Processes

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embedding-propagation

Codebase for Embedding Propagation: Smoother Manifold for Few-Shot Classification. This is a ServiceNow Research project that was started at Element AI.

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torch_cg

Preconditioned Conjugate Gradient in Pytorch

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GBML

A collection of Gradient-Based Meta-Learning Algorithms with pytorch

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pytorch-gpgpu-sim

Modified version of PyTorch able to work with changes to GPGPU-Sim

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KnowledgeSharing-Pytorch

Implementations of knowledge distillation and knowledge transfer models in neural networks.

fft-conv-pytorch

Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.

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pytorch-v1.1-gpgpu-sim

Modified version of PyTorchv1.1 able to work with changes to GPGPU-Sim

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