deshwalmahesh / ML-Models-from-Scratch
Repo for ML Models built from scratch such as Self-Attention, Linear +Logistic Regression, PCA, LDA. CNN, LSTM, Neural Networks using Numpy only
☆47Updated 2 months ago
Alternatives and similar repositories for ML-Models-from-Scratch:
Users that are interested in ML-Models-from-Scratch are comparing it to the libraries listed below
- Just some stuff for Interview questions, books, annotated paper, notes, cheat sheets etc etc related to ML,AI, Deep Learning and Data Sc…☆113Updated 9 months ago
- zero-to-lightning☆29Updated 11 months ago
- Complete implementation of Llama2 with/without KV cache & inference 🚀☆47Updated 11 months ago
- How to serve ML predictions 100x faster☆53Updated 8 months ago
- Project bike sharing predictor☆79Updated last month
- ☆108Updated 2 years ago
- ☆24Updated 2 years ago
- LLM Engineering CrashCourse☆101Updated last year
- Supplementary Materials for the Deep Learning Book by Ian Goodfellow et al☆53Updated 2 years ago
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- AI algorithms☆137Updated 8 months ago
- RAGs: Simple implementations of Retrieval Augmented Generation (RAG) Systems☆100Updated 3 months ago
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆135Updated last year
- Deep Learning Projects on TensorFlow and Keras☆20Updated 10 months ago
- Building GPT ...☆17Updated 4 months ago
- This repository contains everything you need to become proficient in PyTorch☆103Updated last year
- Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024☆244Updated 11 months ago
- Demo for CI/CD in a machine learning project☆104Updated last year
- This playlab encompasses a multitude of projects crafted through the utilization of Large Language Models, showcasing the versatility and…☆113Updated 2 weeks ago
- Practical guide to build end-to-end machine learning pipeline and deploy your model in production,☆66Updated last year
- Incremental ML learning in the real-world☆64Updated last month
- Code files for advanced LLM Course☆206Updated last year
- The repository will contain a list of projects which we will work on while reading the books of Natural Language Processing & Transformer…☆71Updated last year
- I will implement Fastai in each projects present in this repository.☆63Updated last year
- a small demo repo to show how I got neuralbeagle14-7b running locally on my 8GB GPU☆14Updated last year
- ☆53Updated 8 months ago
- Very little code to make PyTorch Lightning models☆16Updated last year
- Comet for Data Science, published by Packt☆42Updated last year
- Machine Learning Ops Project☆29Updated last year
- Just enough Kubernetes for you to fly☆152Updated 3 weeks ago