Ethereal's repositories
CSA_Cooperation-search-algorithm
Feng, Zhong-kai, et al. “Cooperation Search Algorithm: A Novel Metaheuristic Evolutionary Intelligence Algorithm for Numerical Optimization and Engineering Optimization Problems.” Applied Soft Computing, vol. 98, Elsevier BV, Jan. 2021, p. 106734, doi:10.1016/j.asoc.2020.106734.
Ai-Learn
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
Algorithms
Solutions for some common algorithm problems written in Java.
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
awesome-deep-learning-papers
The most cited deep learning papers
awesome-python
An opinionated list of awesome Python frameworks, libraries, software and resources.
BasicSR
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
free-programming-books
:books: Freely available programming books
GNNPapers
Must-read papers on graph neural networks (GNN)
gpt4-unlimited-phin-chromePlugin
Unleash the power of GPT-4 on Phind with this Chrome extension for unlimited AI-driven web searches.
GPT_API_free
Free ChatGPT API Key，免费ChatGPT API，支持GPT4 API（免费），ChatGPT国内可用免费转发API，直连无需代理。可以搭配ChatBox等软件/插件使用，极大降低接口使用成本。国内即可无限制畅快聊天。
grok-1
Grok open release
gurobi-machinelearning
Formulate trained predictors in Gurobi models
Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
PaddleTS
Awesome Easy-to-Use Deep Time Series Modeling based on PaddlePaddle, including comprehensive functionality modules like TSDataset, Analysis, Transform, Models, AutoTS, and Ensemble, etc., supporting versatile tasks like time series forecasting, representation learning, and anomaly detection, etc., featured with quick tracking of SOTA deep models.
PlatEMO
Evolutionary multi-objective optimization platform
PowNet
PowNet: Network-constrained Unit Commitment / Economic Dispatch model in Python
pvlib-python
A set of documented functions for simulating the performance of photovoltaic energy systems.
py12306
🚂 12306 购票助手，支持集群，多账号，多任务购票以及 Web 页面管理
Python
All Algorithms implemented in Python
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
RWKV-LM
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
self-llm
《开源大模型食用指南》基于AutoDL快速部署开源大模型，更适合**宝宝的部署教程
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.