Python implementations (on jupyter notebook) of algorithms described in the book "PRML"
☆256Jun 2, 2021Updated 5 years ago
Alternatives and similar repositories for PRML
Users that are interested in PRML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PRML algorithms implemented in Python☆11,723Apr 5, 2025Updated last year
- Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop☆2,599Jul 25, 2022Updated 3 years ago
- ☆154Jun 11, 2020Updated 5 years ago
- Machine learning course using Python☆13Apr 26, 2022Updated 4 years ago
- bayesian model by r and stan『StanとRでベイズ統計モデリング』by Python☆35May 15, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Tutorial on Automated Machine Learning at KDD 2020☆55Sep 1, 2020Updated 5 years ago
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆7,081Feb 26, 2026Updated 3 months ago
- My Own Solution Manual of PRML☆1,010Apr 5, 2021Updated 5 years ago
- The source code to the book Weakly Supervised Learning (O'Reilly, 2020) by Russell Jurney☆36Dec 7, 2020Updated 5 years ago
- ☆263Feb 2, 2021Updated 5 years ago
- The source code is related to our work- Shreyas Seshadri, Ulpu Remes and Okko Rasanen: "Dirichlet process mixture models for clustering i…☆10Aug 18, 2017Updated 8 years ago
- Toy implementations of some popular ML optimizers using Python/JAX☆44Jun 20, 2021Updated 4 years ago
- The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。☆2,737Dec 30, 2025Updated 5 months ago
- ☆10Jul 8, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆52Aug 6, 2020Updated 5 years ago
- Code for the anonymous submission "Cockpit: A Practical Debugging Tool for Training Deep Neural Networks"☆31Nov 24, 2020Updated 5 years ago
- Slides and lecture notes for the course 'machine learning I' taught at the Graduate School Neural Information Processing in Tuebingen.☆30Dec 4, 2015Updated 10 years ago
- Source code and dataset for KDD 2020 paper "Understanding Negative Sampling in Graph Representation Learning"☆114Jul 15, 2021Updated 4 years ago
- An Easy To Use PyTorch Computer Vision Library☆53Jul 6, 2023Updated 2 years ago
- A curated list of ML awesome frameworks & libraries for text data☆17Mar 14, 2023Updated 3 years ago
- This repository follows papers and reports on discrete speech representation learning and speech tokenization methods for speech language…☆15Dec 1, 2023Updated 2 years ago
- Bag of MLP☆20May 31, 2021Updated 5 years ago
- Linear Algebra for Machine Learning Book Exercises☆13May 19, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- SSL using PyTorch☆48Jan 12, 2020Updated 6 years ago
- Optimizing PAC-Bayes bounds for Stochastic Neural Networks with Gaussian weights☆31Nov 18, 2020Updated 5 years ago
- ☆13Feb 17, 2018Updated 8 years ago
- ESPnet-TTS Audio Sample HP☆21Oct 25, 2019Updated 6 years ago
- ☆20May 28, 2026Updated last week
- A list of papers on Active Learning and Uncertainty Estimation for Neural Networks.☆66Jun 26, 2020Updated 5 years ago
- Information Extraction Dataset Zoo.☆30Apr 9, 2022Updated 4 years ago
- Train transformer-based models.☆28Apr 12, 2026Updated last month
- Unified Pytorch framework for image-based self-supervised learning☆92Dec 18, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Collection of models and extensions for deployment in PyTorch☆24Nov 20, 2022Updated 3 years ago
- Deep Metric Transfer for Label Propagation with Limited Annotated Data☆50Jun 3, 2023Updated 3 years ago
- Foundational library for Kernel methods in pattern analysis and machine learning☆44Apr 4, 2026Updated 2 months ago
- A list of NLP(Natural Language Processing) tutorials☆1,374Apr 1, 2020Updated 6 years ago
- ☆54Mar 3, 2020Updated 6 years ago
- Deep Learning project template best practices with Pytorch Lightning, Hydra, Tensorboard.☆160Mar 12, 2021Updated 5 years ago
- Machine learning, Deep Learning, CNN with PyTorch☆81Apr 23, 2020Updated 6 years ago