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☆11,736Apr 5, 2025Updated last year
- Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop☆2,639Jul 25, 2022Updated 4 years ago
- ☆156Jun 11, 2020Updated 6 years ago
- A tool to generate image dataset for sequences of handwritten digits using MNIST database☆12Nov 1, 2018Updated 7 years ago
- Tutorial on Automated Machine Learning at KDD 2020☆55Sep 1, 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.
- All you need for MATH5411 Advanced Probability, 2020 Fall, HKUST, Lecturer BAO Zhigang.☆58Dec 28, 2020Updated 5 years ago
- My Own Solution Manual of PRML☆1,018Apr 5, 2021Updated 5 years ago
- Toy implementations of some popular ML optimizers using Python/JAX☆44Jun 20, 2021Updated 5 years ago
- Analyze the dynamic stability of SGD☆13Nov 25, 2018Updated 7 years ago
- The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。☆2,789Sep 22, 2026Updated 2 weeks ago
- Code for the anonymous submission "Cockpit: A Practical Debugging Tool for Training Deep Neural Networks"☆31Nov 24, 2020Updated 5 years ago
- ☆52Aug 6, 2020Updated 6 years ago
- An Easy To Use PyTorch Computer Vision Library☆52Jul 6, 2023Updated 3 years ago
- A speech signal processing library in Python with emphasis on deep learning.☆31Apr 13, 2026Updated 5 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- pytorch maml with Multi-GPUs, fast and simplest implementation☆13Dec 4, 2020Updated 5 years ago
- ☆148Jun 4, 2021Updated 5 years ago
- SSL using PyTorch☆48Jan 12, 2020Updated 6 years ago
- 🤖 Reinforcement Learning paper summaries, notebooks, and articles.☆26Apr 16, 2020Updated 6 years ago
- Optimizing PAC-Bayes bounds for Stochastic Neural Networks with Gaussian weights☆31Nov 18, 2020Updated 5 years ago
- ☆14Aug 28, 2018Updated 8 years ago
- ☆13Feb 17, 2018Updated 8 years ago
- A list of papers on Active Learning and Uncertainty Estimation for Neural Networks.☆66Jun 26, 2020Updated 6 years ago
- ☆280Mar 22, 2021Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆21Mar 26, 2024Updated 2 years ago
- Multi-level tagger☆24May 4, 2018Updated 8 years ago
- Information Extraction Dataset Zoo.☆30Apr 9, 2022Updated 4 years ago
- ☆85Dec 3, 2020Updated 5 years ago
- Deep Metric Transfer for Label Propagation with Limited Annotated Data☆51Jun 3, 2023Updated 3 years ago
- General Interpretability Package☆58Dec 26, 2022Updated 3 years ago
- Foundational library for Kernel methods in pattern analysis and machine learning☆45Apr 4, 2026Updated 6 months ago
- Deep Learning project template best practices with Pytorch Lightning, Hydra, Tensorboard.☆161Mar 12, 2021Updated 5 years ago
- Machine learning, Deep Learning, CNN with PyTorch☆81Apr 23, 2020Updated 6 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 分类整理leetcode算法题解,代码语言采用c++与python实现☆388Nov 14, 2021Updated 4 years ago
- Deep learning project template with tensorflow & pytorch (multi-gpu version)☆38May 28, 2024Updated 2 years ago
- ☆11Oct 15, 2025Updated 11 months ago
- Make your openFrameworks window transparent☆24Jun 15, 2014Updated 12 years ago
- Multi-LexSum is an abstractive summarization dataset for US Civil Rights Lawsuits☆23Dec 15, 2022Updated 3 years ago
- Hessian backpropagation (HBP): PyTorch extension of backpropagation for block-diagonal curvature matrix approximations☆22Mar 25, 2023Updated 3 years ago
- ☆529May 16, 2021Updated 5 years ago