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icrst_trst_autoencoder

idempotent-generative-network

Idempotent Generative Network's unofficial pytorch implementation

ign-celeba

training idempotent generative networks on CelebA dataset

ijepa

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 architecture."

informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021 (Best paper award).

itransformer

Implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group

kans

The toy examples of Kolmogorov-Arnold Network (Get Started Quickly)

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

lavi-bridge

Bridging Different Language Models and Generative Vision Models for Text-to-Image Generation

learncpp

Learn Cpp from Beginner to Advanced ✅ Practice 🎯 Code 💻 Repeat 🔁 One step solution for c++ beginners and cp enthusiasts.

lora

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

lstm-svm-rf-time-series

Regression prediction of time series data using LSTM, SVM and random forest. 使用LSTM、SVM、随机森林对时间序列数据进行回归预测，注释拉满。

lstms.pth

PyTorch implementations of LSTM Variants (Dropout + Layer Norm)

mae-lite

Official implement for ICML2023 paper: "A Closer Look at Self-Supervised Lightweight Vision Transformers"

mamba

marktext

📝A simple and elegant markdown editor, available for Linux, macOS and Windows.

mha-dpcrn

We design a spectral compression mapping (SCM) for full-band speech enhancement, and propose a two-stage stream named MHA-DPCRN

micronet

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regula

minicpm

MiniCPM-2B: An end-side LLM outperforms Llama2-13B.

ml-fastvit

This repository contains the official implementation of the research paper, "FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization"

mlp-mixer-pytorch

An All-MLP solution for Vision, from Google AI

mobileutr

Official Pytorch Code base for "MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical image segmentation"

mocca-anomaly-detection

Code to reproduce 'MOCCA: Multi-Layer One-Class Classification for Anomaly Detection'

motion_imitation

Code accompanying the paper "Learning Agile Robotic Locomotion Skills by Imitating Animals"

mpc

Contains simple MPC implementation with neural network learned dynamics.

mpc-dl-controller

Deep Neural Network architecture as a predictive optimal controller for {HVAC+Solar cell + battery} disturbance afflicted system vs classic Model Predictive Control

mpc.pytorch

A fast and differentiable model predictive control (MPC) solver for PyTorch.

mscopy_ae

Autoencoding experiments for exploring good architecture for microscopy images, eventually to be used in the super resolution

multi-agent-reinforcement-learning-environment

Hello, I pushed some python environments for Multi Agent Reinforcement Learning.

musictransformer-pytorch

implementation of music transformer with pytorch (ICLR2019)