xluckywang's repositories
LLMDataGen
Collect data generation via LLM
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
awesome-diffusion-model-in-rl
A curated list of Diffusion Model in RL resources (continually updated)
fucking-algorithm
刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.
d2l-ai-solutions-manual
《动手学深度学习》习题解答，在线阅读地址：https://datawhalechina.github.io/d2l-ai-solutions-manual
morl-baselines
Multi-Objective Reinforcement Learning algorithms implementations.
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
easy-rl
强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/
Job-Scheduling-Deep-Reinforcement-Learning
重点参考A novel approach to Job Scheduling applying Deep Reinforcement Learning and Neural Network Architectures of Natural Language Processing
chatgpt_academic
科研工作专用ChatGPT拓展，特别优化学术Paper润色体验，支持自定义快捷按钮，支持markdown表格显示，Tex公式双显示，代码显示功能完善，新增本地Python工程剖析功能/自我剖析功能
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
tsai
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Bearing-Fault-Diagnosis-Method-Based-on-Spectrum-Map-Information-Fusion-and-CNNs
Reproduce Published Article "Bearing Fault Diagnosis Method Based on Spectrum Map Information Fusion and Convolutional Neural Network""
Bearing-fault-Diagnosis-based-on-deep-learning
基于深度学习的机械设备故障诊断方法研究
Deep_Learning_for_Manufacturing
Bayesian Deep Learning and Deep Reinforcement Learning for Object Shape Error Response and Correction of Manufacturing Systems
argoverse-forecasting
通过矢量化表示编码高精度地图与动态交通参与者
Lihang
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
mlops-zoomcamp
深度学习Free MLOps course from DataTalks.Club
e17-co328-Analysis-Tool-for-Industrial-Images
An analysis tool for increasing the performance of an injection mold maintenance device which uses image processing techniques to identify stuck plastic particles on molds.
Surface-Defect-Detection-1
📈 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.
pytorch-forecasting
Time series forecasting with PyTorch
forecasting
Time Series Forecasting Best Practices & Examples
pymoo
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. papers, codes. datasets, applications, tutorials.-迁移学习
PlatEMO
Evolutionary multi-objective optimization platform
machine-learning-notes-1
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
Data-Analysis-Course-ETG
This repository is having all the codes used in Data Analysis Course by Elite Techno Groups
DeepLearning_LHY21_Notes
深度学习 李宏毅 2021 学习笔记