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Southeast University
- NanJing, China
Highlights
- Pro
Stars
An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & RingAttention & RFT)
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Research Papers and Code Repository on the Integration of Evolutionary Algorithms and Reinforcement Learning
collection of diffusion model papers categorized by their subareas
Kandinsky 2 — multilingual text2image latent diffusion model
利用Hook技术对APP进行虚拟定位,可修改微信、QQ、以及一些打卡APP等软件,随意切换手机所处位置!
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
To be the world's best PyTorch project template.
(ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System
LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
Classifying Flowers using Transfer Learning and Data Augmentation
Food-101 Fine-Grained Image Classification
In this project, we'll train an image classifier to recognize different species of flowers. We can imagine using something like this in a phone app that tells us the name of the flower our camera i…
PyTorch custom dataset APIs -- CUB-200-2011, Stanford Dogs, Stanford Cars, FGVC Aircraft, NABirds, Tiny ImageNet, iNaturalist2017
Fine tuning Codes for ResNet on cub-200-2011
Classifying custom image datasets by creating Convolutional Neural Networks and Residual Networks from scratch with PyTorch
Car Model classification using Stanford Cars Dataset for Grab AI For Sea challenge on computer vision (https://www.aiforsea.com/computer-vision)
Exploring CNNs and model quantization on Caltech-256 dataset
Transformer: PyTorch Implementation of "Attention Is All You Need"
Extended code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks" with CIFAR-fs classification
[ICLR'19] Meta-learning with differentiable closed-form solvers
PPO, DDPG, SAC implementation on mujoco environment
Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.
LightningFSL: Pytorch-Lightning implementations of Few-Shot Learning models.