amitsou

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

Gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

SlowFast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

BERTopic

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

KeyBERT

Minimal keyword extraction with BERT

examples

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

pytextrank

Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

privacy

Library for training machine learning models with privacy for training data

ml-basics

Exercise notebooks for Machine Learning modules on Microsoft Learn

yake

Single-document unsupervised keyword extraction

cookiecutter-django-rest

Build best practiced apis fast with Python3

rake-nltk

Python implementation of the Rapid Automatic Keyword Extraction algorithm using NLTK.

Papers-in-100-Lines-of-Code

Implementation of papers in 100 lines of code.

omnivore

Omnivore: A Single Model for Many Visual Modalities

Video-Dataset-Loading-Pytorch

Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.

LSTM_encoder_decoder

Build a LSTM encoder-decoder using PyTorch to make sequence-to-sequence prediction for time series data

Youtube-Tutorials

Ego4d

Ego4d dataset repository. Download the dataset, visualize, extract features & example usage of the dataset

Tutorial-about-3D-convolutional-network

Tutorial about 3D convolutional network

nn_builder

Build neural networks with less boilerplate code

rulstm

Code for the Paper: Antonino Furnari and Giovanni Maria Farinella. What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention. International Conference on Computer Vision, 2019.

epic-kitchens-100-annotations

:plate_with_cutlery: Annotations for the public release of the EPIC-KITCHENS-100 dataset

Hands-On-LangChain-for-LLM-Applications-Development

Practical LangChain tutorials for LLM applications development

cybulde-project-template

A simple template for Cybulde project

TIM

Codebase for the paper: "TIM: A Time Interval Machine for Audio-Visual Action Recognition"

AFFT

Code for the paper: Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation.

epic-kitchens-dataset-pytorch

Simple PyTorch Dataset for the EPIC-Kitchens-55 and EPIC-Kitchens-100 that handles frames and features (rgb, optical flow, and objects) for the Action Recognition and the Action Anticipation Tasks!

CS763Project

Implementation of "Temporal Recurrent Networks for Online Action Detection"

action-anticipation-losses

Implements the loss used in A. Furnari, S. Battiato, G. M. Farinella (2018). Leveraging Uncertainty to Rethink Loss Functions and Evaluation Measures for Egocentric Action Anticipation . In International Workshop on Egocentric Perception, Interaction and Computing (EPIC) in conjunction with ECCV .

EgoDepthNormal