Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course
Repository Index
81,588 visible repositories in the index
457–480 of 676 · Most stars
Natural Gradient Boosting for Probabilistic Prediction
- machine-learning
- gradient-boosting
- natural-gradients
- uncertainty-estimation
Gallery of OSMnx tutorials, usage examples, and feature demonstrations.
- street-networks
- binder
- jupyter-notebook
- notebooks
Single-document unsupervised keyword extraction
- keyword-extraction
- unsupervised-approach
- corpus-independent
- domain-and-language-independent
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
Pytorch0.4.1 codes for InsightFace
A comprehensive guide to building RAG-based LLM applications for production.
- llms
- machine-learning
- ray
- anyscale
Incredibly fast Whisper-large-v3
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
- score-matching
- stochastic-differential-equations
- generative-models
- score-based-generative-modeling
1st place solution
- kaggle-web-traffic
- kaggle
- time-series
- timeseries
[ICML 2024] Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs (RPG)
- large-language-models
- multimodal-large-language-models
- image-editting
- text-to-image
SQL data analysis & visualization projects using MySQL, PostgreSQL, SQLite, Tableau, Apache Spark and pySpark.
Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
The deeplearning algorithms implemented by tensorflow
- tensorflow
- deep-learning-algorithms
- cnn
- dbn
For extensive instructor led learning
- machine-learning
- scikit-learn
- linear-regression
- nearest-neighbors
🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo
- machine-learning
- javascript
- python
- tensorflow
Samples using the Agent2Agent (A2A) Protocol
- a2a
- a2a-client
- a2a-mcp
- a2a-protocol
:art: Semantic segmentation models, datasets and losses implemented in PyTorch.
- semantic-segmentation
- computer-vision
- deep-learning
An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.
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.
Official content for Harvard CS109
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