cristianleoo / models-from-scratch-pythonLinks
Repo where I recreate some popular machine learning models from scratch in Python
☆123Updated 2 weeks ago
Alternatives and similar repositories for models-from-scratch-python
Users that are interested in models-from-scratch-python are comparing it to the libraries listed below
Sorting:
- Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024☆247Updated last year
- Main folder. Material related to my books on synthetic data and generative AI. Also contains documents blending components from several f…☆100Updated last year
- Mastering NLP from Foundations to LLMs, Published by Packt☆120Updated last week
- Python Feature Engineering Cookbook, Third Edition, published by Packt☆65Updated last month
- Includes material (code + description) that I turned into notebooks☆51Updated 2 years ago
- This is the official repository for the book Transformers - The Definitive Guide☆74Updated last month
- Modern Graph Theory Algorithms with Python, published by Packt☆38Updated last month
- ☆157Updated last year
- Statistical optimization for AI and machine learning☆61Updated last year
- ☆168Updated last year
- Repo for ML Models built from scratch such as Self-Attention, Linear +Logistic Regression, PCA, LDA. CNN, LSTM, Neural Networks using Nu…☆50Updated last year
- Interpretable ML with Python, 2E - published by Packt☆107Updated 2 months ago
- Code repository for the book feature selection in machine learning☆40Updated 9 months ago
- From Scratch Implementation of some popular Deep Learning Papers with PyTorch and Tensorflow☆18Updated 2 years ago
- Forecasting: Principles and Practice☆61Updated 4 years ago
- Machine Learning for Imbalanced Data, published by Packt☆277Updated last month
- Code for the new Manning book on machine learning on tabular datasets☆65Updated 2 months ago
- How to serve ML predictions 100x faster☆60Updated last year
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications☆105Updated 2 years ago
- Pretrain Vision and Large Language Models in Python, Published by Packt☆88Updated 2 years ago
- A collection of companion Jupyter notebooks for Ensemble Methods for Machine Learning (Manning, 2023)☆91Updated 2 years ago
- Open source Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in PyTorch, OpenCV (compiled for G…☆87Updated 2 years ago
- Generative AI with Python and PyTorch , Second Edition - Published by Packt☆194Updated 3 weeks ago
- ☆59Updated last year
- Learn to build a modular real-time feature pipeline, so you avoid Offline-Online Feature Skew, and your deployed ML models work as expect…☆45Updated last year
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆135Updated 2 years ago
- Dockerized Jupyter notebook to run commands from the ML Python Cookbook☆54Updated 2 years ago
- T81-559: Applications of Generative Artificial Intelligence☆175Updated 2 weeks ago
- Python code (in the form of Jupyter ipython notebooks) to support the book "Math and Architectures of Deep Learning" (Krishnendu Chaudhur…☆243Updated last year
- Adding timestamps to NumFOCUS and PyData YouTube videos!☆106Updated 3 years ago