bipinKrishnan / ml-recipe-bookLinks
A book containing step by step instructions to train deep learning models for a variety of tasks
☆36Updated last year
Alternatives and similar repositories for ml-recipe-book
Users that are interested in ml-recipe-book are comparing it to the libraries listed below
Sorting:
- ☆64Updated 2 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆87Updated 2 years ago
- The fastai book, 2nd edition (in progress)☆54Updated 11 months ago
- I am sharing my journey of 66DaysOfData in Machine Learning☆57Updated 2 years ago
- A repository used to provide an introduction to dataviz in Python☆53Updated 2 years ago
- Kaggle Pipeline for tabular data competitions☆207Updated 11 months ago
- ☆152Updated 3 years ago
- 🔬 Sharing your data science notebooks with the community has never been this easy.☆39Updated 2 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆85Updated 2 years ago
- Tutorial material on machine learning with dirty data in Python☆60Updated 11 months ago
- In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits☆106Updated 3 years ago
- An assignment for CMU CS11-711 Advanced NLP, building NLP systems from scratch☆171Updated 2 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 5 months ago
- A complete end-to-end machine learning portal that covers processes starting from model training to the model predicting results using Fa…☆43Updated 3 years ago
- Feature engineering package with sklearn like functionality☆54Updated 9 months ago
- Materials for workshops on the Hugging Face ecosystem☆151Updated 2 years ago
- Custom recipe and utilities for document processing☆199Updated 3 years ago
- Learning PyTorch through the D2L book. A series of notebooks for the same☆27Updated 2 years ago
- What can I do with a LLM model?☆157Updated 2 months ago
- Semantic search with embeddings: index anything☆139Updated 3 years ago
- Toolkit for developing and maintaining ML models☆154Updated last year
- Code samples for the Effective Data Science Infrastructure book☆115Updated 2 years ago
- Outlining techniques for improving the training performance of your PyTorch model without compromising its accuracy☆128Updated 2 years ago
- Streamline scikit-learn model comparison.☆145Updated 2 years ago
- Codes, scripts, and notebooks on various aspects of transformer models.☆27Updated 2 years ago
- Tutorial on time-series forcasting with scikit-learn☆33Updated 2 years ago
- Automatically transform all categorical, date-time, NLP variables to numeric in a single line of code for any data set any size.☆65Updated 4 months ago
- Machine Learning Engineering Camp 2022☆40Updated 2 years ago
- A curated list of awesome fastai projects/blog posts/tutorials/etc.☆172Updated 3 years ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆47Updated 3 years ago