bipinKrishnan / ml-recipe-book
A book containing step by step instructions to train deep learning models for a variety of tasks
☆36Updated last year
Related projects ⓘ
Alternatives and complementary repositories for ml-recipe-book
- I am sharing my journey of 66DaysOfData in Machine Learning☆55Updated 2 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆83Updated 2 years ago
- The fastai book, 2nd edition (in progress)☆47Updated 4 months ago
- ☆64Updated last year
- Open Source Annotation Tools for Computer Vision and NLP tasks☆52Updated 3 years ago
- Curriculum and roadmap from 0 to Mastery for MLOps. Adding value to your machine learning model by deploying it for people to use it to s…☆184Updated 2 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆73Updated 2 years ago
- Course for Interpreting ML Models☆52Updated last year
- A complete end-to-end machine learning portal that covers processes starting from model training to the model predicting results using Fa…☆43Updated 2 years ago
- Kaggle Pipeline for tabular data competitions☆204Updated 4 months ago
- Full Stack Graph Machine Learning: Theory, Practice, Tools and Techniques☆66Updated this week
- A curated list of awesome fastai projects/blog posts/tutorials/etc.☆164Updated 2 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆39Updated last year
- Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage deep learning and deep tr…☆49Updated last year
- Highly commented implementations of Transformers in PyTorch☆128Updated last year
- Learning PyTorch through the D2L book. A series of notebooks for the same☆25Updated 2 years ago
- Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.☆203Updated 2 years ago
- Notebooks for a course☆33Updated 4 years ago
- ☆42Updated last year
- An assignment for CMU CS11-711 Advanced NLP, building NLP systems from scratch☆170Updated last year
- Materials for workshops on the Hugging Face ecosystem☆150Updated last year
- 100 applications built with H2O Wave☆99Updated 2 years ago
- Metaflow tutorials for ODSC West 2021☆65Updated 3 years ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).☆96Updated last year
- Super Simple Similarities Service☆142Updated last year
- Outlining techniques for improving the training performance of your PyTorch model without compromising its accuracy☆124Updated last year
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆143Updated 7 months ago
- zero-to-lightning☆28Updated 6 months ago
- A repository that showcases how you can use ZenML with Git☆65Updated 3 months ago
- An unsupervised feature selection technique using supervised algorithms such as XGBoost☆88Updated 10 months ago