alexxxxiong Goto Github PK

ai-edu

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

alexxxxiong

Config files for my GitHub profile.

align_uniform

Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere.

aml

avalanche

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

awesome-incremental-learning

Awesome Incremental Learning

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.

cheatsheets

Official Matplotlib cheat sheets

co2l

Co^2L: Contrastive Continual Learning (ICCV2021)

colossalai

Making large AI models cheaper, faster and more accessible

cvpr21_pass

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

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).

deep-learning-for-image-processing

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

deepspeed

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

faiss

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

fedproto

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

github-slideshow

A robot powered training repository :robot:

google-research

Google Research

hcsc

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

imbalanced-learn

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

interview_internal_reference

2021年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

learngit

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

matplotlib

matplotlib: plotting with Python

moco

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

moe-home

MoE-home

paper-reading

深度学习经典、新论文逐段精读

pcl

PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

pycil

PyCIL: A Python Toolbox for Class-Incremental Learning

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

sdc-il

Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)