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Examples of Data Science projects and Artificial Intelligence use-cases

Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.

Neural network inference the Unix way

Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

Keras implementation of Representation Learning with Contrastive Predictive Coding

Minimalist implementation of VQ-VAE in Pytorch

Detectorch - detectron for PyTorch

Deep Q-learning for playing flappy bird game

A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks

PraNet: Parallel Reverse Attention Network for Polyp Segmentation, MICCAI 2020 (Oral). Code using Jittor Framework is available.

Artificial intelligence learn playing any game with watching you.

A collection of GNN-based fake news detection models.

A curated list of artificial intelligence resources (Courses, Tools, App, Open Source Project)

Real-time Joint Semantic Reasoning for Autonomous Driving

Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals

Multiview matching with deep-learning and hand-crafted local features for COLMAP and other SfM software. Supports high-resolution formats and images with rotations. Both CLI and GUI are supported.

A library for high performance deep learning inference on NVIDIA GPUs.

RoIAlign & crop_and_resize for PyTorch

Implementation of Some Deep Hash Algorithms, Including DPSH、DSH、DHN、HashNet、DSDH、DTSH、DFH、GreedyHash、CSQ.

3DUNet implemented with pytorch

This repo is implemented based on detectron2 and centernet

DataCamp Project Solutions

CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).

Official code of PatchmatchNet (CVPR 2021 Oral)

Artificial Neural Network

Machine Learning notebooks for refreshing concepts.

Code for some of my articles

Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Pytorch's Implement

Unofficial implementation of Unsupervised Monocular Depth Estimation neural network MonoDepth in PyTorch

Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)

Laplace approximations for Deep Learning.

A unified interface for optimization algorithms and experiments

Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/

Tree LSTM implementation in PyTorch

Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" (RecSys2020)

Your no-nonsense guide to the Math used in Artificial Intelligence

一款简单好用的 跨平台/多语言的 相似向量/相似词/相似句 高性能检索引擎。欢迎star & fork。Build together! Power another !

This repository consists for gpu bootcamp material for HPC and AI

Code for our paper "Hamiltonian Neural Networks"

PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]

TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper

Inflated i3d network with inception backbone, weights transfered from tensorflow

A simple face detect and alignment method, which is easy and stable.

PyTorch implementation of some attentions for Deep Learning Researchers.

This repository contains a reading list of papers on Time Series Segmentation. This repository is still being continuously improved.

Framework for Multi-Agent Deep Reinforcement Learning in Poker

Supervisely SDK for Python - convenient way to automate, customize and extend Supervisely Platform for your computer vision task

CLIPort: What and Where Pathways for Robotic Manipulation

🚀 😏 Near Real Time CPU Face detection using deep learning

Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.