yevtu

ddia-references

Literature references for “Designing Data-Intensive Applications”

reactpy

It's React, but in Python

babyagi

open-llms

📋 A list of open LLMs available for commercial use.

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

kor

LLM(😽)

dolly

Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform

langchain

🦜🔗 Build context-aware reasoning applications

dalai

The simplest way to run LLaMA on your local machine

JARVIS

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

deepdiff

DeepDiff: Deep Difference and search of any Python object/data. DeepHash: Hash of any object based on its contents. Delta: Use deltas to reconstruct objects by adding deltas together.

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

kmr-data

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

ML-Course-Notes

🎓 Sharing machine learning course / lecture notes.

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

PaLM-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

Failed-ML

Compilation of high-profile real-world examples of failed machine learning projects

py-spy

Sampling profiler for Python programs

kadastr.live

Parsr

Transforms PDF, Documents and Images into Enriched Structured Data

ml-system-design-pattern

System design patterns for machine learning

RecLab

RecTools

RecTools - library to build Recommendation Systems easier and faster than ever before

lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

awesome-deep-trading

List of awesome resources for machine learning-based algorithmic trading

mlops-zoomcamp

Free MLOps course from DataTalks.Club

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.