bnojavan

EmoReact

Hand2Face

Aesthetics

bnojavan

alibi-detect

Algorithms for outlier and adversarial instance detection, concept drift and metrics.

Bayesian-Neural-Networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

captum

Model interpretability and understanding for PyTorch

EmoPainChallenge2020

FG 2020 EmoPain Challenge: Pain-related Behavior Analysis

Facial-Expressions-in-Dyadic-Interactions

Generating photorealistic facial expressions for multiple virtual identities in dyadic interactions by using the GAN model.

fairscale

PyTorch extensions for high performance and large scale training.

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

gensim

Topic Modelling for Humans

kaolin

A PyTorch Library for Accelerating 3D Deep Learning Research

keras

Deep Learning for humans

models

Models and examples built with TensorFlow

OpenFace

OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

Production-Level-Deep-Learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

PySyft

A library for encrypted, privacy preserving machine learning

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

shap

A game theoretic approach to explain the output of any machine learning model.

simulated-unsupervised-tensorflow

TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

awesome-mlops

A curated list of references for MLOps

DeepRecommender

Deep learning for recommender systems

recommenders

Best Practices on Recommendation Systems

generative-ai

Sample code and notebooks for Generative AI on Google Cloud

stable-diffusion-webui

Stable Diffusion web UI