🤖 Project template for your next awesome AI project. 🦾

Last update: Nov 23, 2022

Overview

🤖 AI Awesome Project Template

You may want to adjust badge links in a README.md file.

💎 Installation with `pip`

Installation is as simple as running:

pip install git+https://github.com/wiktorlazarski/ai-awesome-project-template

⚙️ Setup for development

Before setting up a project, make sure that the setup.py script has all setup parameters adjusted and change an ai_awesome directory name to your project name. Also, if you want to use conda environment, you may want to change its name in a conda_env.yml file. Then, follow the instruction:

# Clone repo
git clone https://github.com/wiktorlazarski/ai-awesome-project-template.git

# Go to repo directory
cd ai-awesome-project-template

# (Optional) Create virtual environment
python -m venv venv
source ./venv/bin/activate

# Install project in editable mode
pip install -e .

# (Optional but recommended) Install pre-commit hooks to preserve code format consistency
pre-commit install

🐍 Setup for development with Anaconda or Miniconda

Before setting up a project, make sure that the setup.py script has all setup parameters adjusted and change an ai_awesome directory name to your project name. Additionally, you may want to change a default (ai_awesome_env) conda environment name in a conda_env.yml file. Then, follow the instruction:

# Clone repo
git clone https://github.com/wiktorlazarski/ai-awesome-project-template.git

# Go to repo directory
cd ai-awesome-project-template

# Create and activate conda environment
conda env create -f ./conda_env.yml
conda activate ai_awesome_env

# (Optional but recommended) Install pre-commit hooks to preserve code format consistency
pre-commit install

🤖 Project template for your next awesome AI project. 🦾

Related tags

Overview

🤖 AI Awesome Project Template

💎 Installation with `pip`

⚙️ Setup for development

🐍 Setup for development with Anaconda or Miniconda

🤗 Happy coding !

Owner

Wiktor Łazarski

Convert scikit-learn models to PyTorch modules

Code for Boundary-Aware Segmentation Network for Mobile and Web Applications

PyTorch implementation of SMODICE: Versatile Offline Imitation Learning via State Occupancy Matching

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2021 National Underwater Robotics Vision Optics

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Source code for the paper "PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction" in ACL2021

Logistic Bandit experiments. Official code for the paper "Jointly Efficient and Optimal Algorithms for Logistic Bandits".

On the Limits of Pseudo Ground Truth in Visual Camera Re-Localization

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Photographic Image Synthesis with Cascaded Refinement Networks - Pytorch Implementation

Collapse by Conditioning: Training Class-conditional GANs with Limited Data

This is the repository for Learning to Generate Piano Music With Sustain Pedals

Text to Image Generation with Semantic-Spatial Aware GAN

Official PyTorch Implementation of Unsupervised Learning of Scene Flow Estimation Fusing with Local Rigidity

Repository for XLM-T, a framework for evaluating multilingual language models on Twitter data

Steerable discovery of neural audio effects

Official Repo of my work for SREC Nandyal Machine Learning Bootcamp

🤖 Project template for your next awesome AI project. 🦾

Related tags

Overview

🤖 AI Awesome Project Template

💎 Installation with pip

⚙️ Setup for development

🐍 Setup for development with Anaconda or Miniconda

🤗 Happy coding !

Owner

Wiktor Łazarski

Convert scikit-learn models to PyTorch modules

Code for Boundary-Aware Segmentation Network for Mobile and Web Applications

PyTorch implementation of SMODICE: Versatile Offline Imitation Learning via State Occupancy Matching

A Simple Long-Tailed Rocognition Baseline via Vision-Language Model

2021 National Underwater Robotics Vision Optics

Patch Rotation: A Self-Supervised Auxiliary Task for Robustness and Accuracy of Supervised Models

LightLog is an open source deep learning based lightweight log analysis tool for log anomaly detection.

A gesture recognition system powered by OpenPose, k-nearest neighbours, and local outlier factor.

Source code for the paper "PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction" in ACL2021

Logistic Bandit experiments. Official code for the paper "Jointly Efficient and Optimal Algorithms for Logistic Bandits".

On the Limits of Pseudo Ground Truth in Visual Camera Re-Localization

VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning

Photographic Image Synthesis with Cascaded Refinement Networks - Pytorch Implementation

Collapse by Conditioning: Training Class-conditional GANs with Limited Data

This is the repository for Learning to Generate Piano Music With Sustain Pedals

Text to Image Generation with Semantic-Spatial Aware GAN

Official PyTorch Implementation of Unsupervised Learning of Scene Flow Estimation Fusing with Local Rigidity

Repository for XLM-T, a framework for evaluating multilingual language models on Twitter data

Steerable discovery of neural audio effects

Official Repo of my work for SREC Nandyal Machine Learning Bootcamp

💎 Installation with `pip`