Implementation of some classic Machine Learning model from scratch and benchmarking against popular ML library
☆596Dec 15, 2019Updated 6 years ago
Alternatives and similar repositories for basic_model_scratch
Users that are interested in basic_model_scratch are comparing it to the libraries listed below
Sorting:
- Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)☆939Dec 20, 2023Updated 2 years ago
- Machine learning algorithms☆113Apr 8, 2019Updated 6 years ago
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lect…☆12,794Oct 19, 2024Updated last year
- ☆170Jan 5, 2019Updated 7 years ago
- Code and assignment repository for the Imperial College Mathematics department Deep Learning course☆265Mar 7, 2019Updated 6 years ago
- Course material for STAT 479: Machine Learning (FS 2019) taught by Sebastian Raschka at University Wisconsin-Madison☆780Nov 28, 2020Updated 5 years ago
- NYU Deep Learning Spring 2020☆6,790Jun 16, 2025Updated 8 months ago
- Neural networks training pipeline based on PyTorch☆312Jun 1, 2020Updated 5 years ago
- A collection of infrastructure and tools for research in neural network interpretability.☆4,704Feb 6, 2023Updated 3 years ago
- This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.☆4,342Jul 25, 2024Updated last year
- The "Python Machine Learning (2nd edition)" book code repository and info resource☆7,195Oct 1, 2020Updated 5 years ago
- Tutorial for International Summer School on Deep Learning, 2019☆317Apr 4, 2022Updated 3 years ago
- Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. …☆30,908Oct 15, 2023Updated 2 years ago
- Simple and flexible progress bar for Jupyter Notebook and console☆1,100Feb 13, 2026Updated 2 weeks ago
- A collection of various deep learning architectures, models, and tips☆17,430Feb 8, 2024Updated 2 years ago
- Implementation of different machine learning techniques☆94May 23, 2018Updated 7 years ago
- Machine learning notebooks in different subjects optimized to run in google collaboratory☆371Apr 3, 2020Updated 5 years ago
- Designing Deep neural network architectures using topologies from the world of Complex Networks/network Science☆91Apr 24, 2019Updated 6 years ago
- Bayesian Deep Learning Benchmarks☆672Mar 24, 2023Updated 2 years ago
- A PyTorch implementation of Neighbourhood Components Analysis.☆400Sep 12, 2020Updated 5 years ago
- PyTorch tutorials and best practices.☆1,711Mar 24, 2025Updated 11 months ago
- Codes for replication and implementation of techniques in our credit risk article☆34Feb 28, 2019Updated 7 years ago
- TensorFlow Reinforcement Learning☆3,134Dec 8, 2022Updated 3 years ago
- The Hitchiker's Guide to PyTorch☆1,197Sep 13, 2021Updated 4 years ago
- An intuitive approach to creating deep learning models☆372Jan 4, 2023Updated 3 years ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆46,426Aug 18, 2024Updated last year
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,606Jun 13, 2025Updated 8 months ago
- VIP cheatsheets for Stanford's CS 229 Machine Learning☆19,280May 20, 2020Updated 5 years ago
- Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris☆1,465Aug 16, 2024Updated last year
- 🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP☆1,194Aug 1, 2023Updated 2 years ago
- Lectures for INFO8006 Introduction to Artificial Intelligence, ULiège☆411Jan 20, 2026Updated last month
- The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.☆12,462Nov 26, 2025Updated 3 months ago
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆9,990Apr 15, 2023Updated 2 years ago
- My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano☆1,193Dec 6, 2021Updated 4 years ago
- Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras M…☆816Dec 29, 2020Updated 5 years ago
- Code for paper: "Support Vector Machines, Wasserstein's distance and gradient-penalty GANs maximize a margin"☆179Mar 12, 2020Updated 5 years ago
- A simpler version of the self-attention layer from SAGAN, and some image classification results.☆214Sep 2, 2019Updated 6 years ago
- this repository accompanies the book "Grokking Deep Learning"☆7,687Jun 1, 2024Updated last year
- A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)☆5,618Jan 12, 2026Updated last month