AlexxxXiong

Sphinx

Knowledge

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

Co2L

Co^2L: Contrastive Continual Learning (ICCV2021)

avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

Awesome-LLM-Inference

💻A small Collection for Awesome LLM Inference [Papers|Blogs|Docs] with codes, contains TensorRT-LLM, streaming-llm, SmoothQuant, WINT8/4, Continuous Batching, FlashAttention, PagedAttention etc.

learngit

教程→ https://www.liaoxuefeng.com/wiki/896043488029600 推送请使用UTF-8编码

MoE-home

MoE-home

ColossalAI

Making large AI models cheaper, faster and more accessible

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

AlexxxXiong

Config files for my GitHub profile.

faiss

A library for efficient similarity search and clustering of dense vectors.

google-research

Google Research

dbViz

The official PyTorch implementation - Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from the Decision Boundary Perspective (CVPR'22).

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

paper-reading

深度学习经典、新论文逐段精读

PyCIL

PyCIL: A Python Toolbox for Class-Incremental Learning

HCSC

[CVPR 2022] PyTorch implementation of Hierarchical Contrastive Selective Coding (HCSC) (https://arxiv.org/abs/2202.00455)

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

fedproto

[AAAI'22]FedProto: Federated Prototype Learning across Heterogeneous Clients

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

tensorflow

An Open Source Machine Learning Framework for Everyone

CVPR21_PASS

PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"

ai-edu

AI education materials for Chinese students, teachers and IT professionals.

AML

PCL

PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

matplotlib

matplotlib: plotting with Python

cheatsheets

Official Matplotlib cheat sheets