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ailia-models

The collection of pre-trained, state-of-the-art AI models for ailia SDK

awesome-ai-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

barebones-linux

barebones linux build

bayesian-statistics

This repository holds slides and code for a full Bayesian statistics graduate course.

clip_prefix_caption

Simple image captioning model

craft-pytorch

Official implementation of Character Region Awareness for Text Detection (CRAFT)

cramming-language-model

Cramming the training of a (BERT-type) language model into limited compute.

cropperjs

JavaScript image cropper.

data-science

Collection of useful data science topics along with articles, videos, and code

deep_sort_realtime

A really more real-time adaptation of deep sort

fastmot

High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

ghost

A new one shot face swap approach for image and video domains

image-super-resolution

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

keras-ncp

kmodes

Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data

link-prediction

Link prediction example via pytorch geometric

mapie

A scikit-learn-compatible module for estimating prediction intervals.

mlops-zoomcamp

Free MLOps course from DataTalks.Club

mm-cot

Official implementation for "Multimodal Chain-of-Thought Reasoning in Language Models" (stay tuned and more will be updated)

nannyml

nannyml: post-deployment data science in python

ncps

PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models

pgvector

Open-source vector similarity search for Postgres

pgvector-python

pgvector support for Python

piworks

technical assessment solutions

ppo-for-beginners

A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.

rembg

Rembg is a tool to remove images background.

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

simswap

An arbitrary face-swapping framework on images and videos with one single trained model!

stable-diffusion

A latent text-to-image diffusion model

stgat_traffic_prediction

This repository provides an open source implementation of the Spatio-Temporal GAT introduced by Zhang et al in "Spatial-Temporal Graph Attention Networks:A Deep Learning Approach for Traffic Forecasting" https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8903252