accelerate

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

advanced_python

Looking into more advanced topics of Python such as Multiprocessing, Asyncio, Custom logging, Closures etc.

advanced_sql

A look into some of the advanced topics of SQL based on PostgreSQL

ajits-github

alphageometry

anything-llm

The all-in-one Desktop & Docker AI application with full RAG and AI Agent capabilities.

appprediction

Design a model to predict the likelihood of installation based on the available parameter

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-python

An opinionated list of awesome Python frameworks, libraries, software and resources.

binary_classification_with_ordinal_data

A project where we see the crucial role of feature selection and ordinal features in the data

black

The uncompromising Python code formatter

bootcamp

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

change_background_kmeans

Changing the Green background of an image using the K means method.

chat2db

🔥🔥🔥AI-driven data management platform Over 1 million developers are using Chat2DB

clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

colossalai

Making large AI models cheaper, faster and more accessible

cookiecutter

A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.

covid-19-data-science

dall-e

PyTorch package for the discrete VAE used for DALL·E.

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

data_science_numerical_dataset

Binary classification on numerical dataset using different Sklearn models and Neural network

datascience_timeseries_hotellars

Hotel bookings for the Berlin Hospitality Market

dbrx

Code examples and resources for DBRX, a large language model developed by Databricks

deberta

The implementation of DeBERTa

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods, ICCV 2019

deeplearningexamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

deepspeed-microsoft

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

diffusion_models

A learning experience with models like GANs

dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.