Natural Gradient Boosting for Probabilistic Prediction
- machine-learning
- gradient-boosting
- natural-gradients
- uncertainty-estimation
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Gallery of OSMnx tutorials, usage examples, and feature demonstrations.
- street-networks
- binder
- jupyter-notebook
- notebooks
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
- deep-learning
- artificial-neural-networks
- continual-learning
- lifelong-learning
A curated list of awesome embedding models tutorials, projects and communities.
- embeddings
- embedding-models
- word2vec
- machine-learning
1st place solution
- kaggle-web-traffic
- kaggle
- time-series
- timeseries
The repository host gives no description.
For extensive instructor led learning
- machine-learning
- scikit-learn
- linear-regression
- nearest-neighbors
Practical course about Large Language Models.
- chatbots
- hf
- huggingface
- langchain
WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Includes Problem Map, Global Debug Card, WFGY 4.0, and the CFV Easter Egg.
Discovering Interpretable GAN Controls [NeurIPS 2020]
- generative-adversarial-network
- gan
- deep-learning
- interactive-visualizations
Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.
- deep-learning
- machine-learning
- stock-price-prediction
- features-extraction
Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method
Awesome-pytorch-list 翻译工作进行中......
- pytorch
- python
- machine-learning
- deep-learning
DL course co-developed by YSDA, HSE and Skoltech
- deep-learning
- course
- course-materials
- theano
This course is designed to guide beginners through the exciting world of Edge AI, covering fundamental concepts, popular models, inference techniques, device-specific applications, model optimization, and the development of intelligent Edge AI agents.
Try out deep learning models online on Google Colab
- colab-notebook
- deep-learning
- deep-neural-networks
- cnn
Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)
A Modular Framework for 3D Gaussian Splatting and Beyond
- 3d-reconstruction
- 3dgs
- gaussian-splatting
- multi-view-reconstruction
fastquant — Backtest and optimize your ML trading strategies with only 3 lines of code!
- trading-strategies
- backtesting
- stocks
- financial-data-science
Implementation of XFeat (CVPR 2024). Do you need robust and fast local feature extraction? You are in the right place!
- descriptors
- image-matching
- image-registration
- keypoints
Deep Learning Specialization by Andrew Ng, deeplearning.ai.
Implementing the 4 agentic patterns from scratch
Complex code hides connections, workflows, and business risks.Unvibe complex code. Trace business workflows.
- business-logic
- code-analysis
- code-understanding
- codebase-analysis
《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。
- machine-learning
- deep-learning
- artificial-intelligence
- theoretical-machine-learning