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applied-ml

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

awesome-llmops

An awesome & curated list of best LLMOps tools for developers

aws

competitive-data-science

Materials for "How to Win a Data Science Competition: Learn from Top Kagglers" course

deep_reinforcement_learning

Resources, papers, tutorials

docker-fastapi

gcp-experiments

Experiments on GCP

huggingface-sagemaker-workshop-series

Enterprise Scale NLP with Hugging Face & SageMaker Workshop series

intro-to-dl

Resources for "Introduction to Deep Learning" course.

keywords

A list and count of keywords in programming languages.

langchain

⚡ Building applications with LLMs through composability ⚡

leaked-system-prompts

Collection of leaked system prompts

learnings-prompt-eng

The "learning-prompt-eng" repository is a comprehensive collection of resources and examples specifically designed to guide developers in effectively utilizing prompt engineering techniques.

links

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

machine-learning-systems-design

A booklet on machine learning systems design with exercises

ml-for-beginners

12 weeks, 24 lessons, classic Machine Learning for all

mlcourse.ai

Open Machine Learning Course

mlops-on-gcp

Cloud Build trigger - CI/CD

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

nn_deeplearning

Deep Learning (See readme for more description)

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

open-source-cs-python

Video discussing this curriculum:

overffiting

This repository aims to consider whether it is possible to create a model that is capable of identifying the overfitting of another model

pytorch-how-and-when-to-use-module-sequential-modulelist-and-moduledict

Code for my medium article

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

serverless-ml-course

Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

streamlit-agent

Reference implementations of several LangChain agents as Streamlit apps

the-gan-zoo

A list of all named GANs!