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deeplearningexamples

Deep Learning Examples

deepsdf

Learning Continuous Signed Distance Functions for Shape Representation

density-estimation-datasets

A collection of commonly used datasets as benchmarks for density estimation

deoldify

A Deep Learning based project for colorizing and restoring old images (and video!)

diplomacy_cicero

Code for Cicero, an AI agent that plays the game of Diplomacy with open-domain natural language negotiation.

edu

Educational materials on deep learning by Weights & Biases

end2you

ernie

Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"

etm

Topic Modeling in Embedding Spaces

fairceptron

Frontend and server for measuring perceptions of algorithmic fairness

fpmc

Python implementation of "Factorizing Personalized Markov Chains for Next-Basket Recommendation"

freemocap

Free like Freedom

from-0-to-research-scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

galai

Model API for GALACTICA

gamencoding

Gramian Angular Field - Encoding Time Series as Images

geo2dr

Geo2DR: A Python and PyTorch library for learning distributed representations of graphs.

habitat-lab

A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.

heart-disease-prediction-using-machine-leaning

This repo contains the code for a machine learning based prediction system where the prediction of heart disease can be done using ML techniques and several classifiers have been compared.

hedwig

PyTorch deep learning models for document classification

imagebind

ImageBind One Embedding Space to Bind Them All

infersent

Sentence embeddings (InferSent) and training code for NLI.

intro_continual_learning

This is a tutorial to connect the fundamental mathematics to a practical implementation addressing the continual learning problem of artificial intelligence

lavis

LAVIS - A One-stop Library for Language-Vision Intelligence

libri-light

dataset for lightly supervised training using the librivox audio book recordings. https://librivox.org/.

linear_algebra_with_python

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the most must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

llama

Inference code for LLaMA models

llmcode

lm-human-preferences

Code for the paper Fine-Tuning Language Models from Human Preferences

luxembert

Datasets for NLP tasks in Luxembourgish

m1-machine-learning-test

Code for testing various M1 Chip benchmarks with TensorFlow.