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.tmux

🇫🇷 Oh My Tmux! Pretty & versatile tmux configuration / customization made with ❤️

air-quality-prediction-hackathon-winning-model

Contains the code for the model that won Kaggle's Air Quality Prediction Hackathon

aliyun-oss-python-sdk

Aliyun OSS SDK for Python

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

auto-sklearn

Automated Machine Learning with scikit-learn

auto_ml

[UNMAINTAINED] Automated machine learning for analytics & production

autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

bayesianrecurrentnn

Implementation of Bayesian Recurrent Neural Networks by Fortunato et. al

chatgpt-prompts-for-academic-writing

This list of writing prompts covers a range of topics and tasks, including brainstorming research ideas, improving language and style, conducting literature reviews, and developing research plans.

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization. https://poloclub.github.io/cnn-explainer/

code-repository

codeformer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

convnetquake

Convolutional Neural Network for Earthquake detection and location

data-science-books

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep_learning_docker_cluster

docker templates for deep learning project

deeplearning-project-template

Built on PEP8-Open Source Deep Learning Engineering Template

deepo

Set up deep learning environment in a single command line.

ditingtools

dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

docker

Information and scripts to run and develop the Bethge Lab Docker containers

docker-cheat-sheet

Docker Cheat Sheet

docker-jupyter-deeplearning

Docker Image with Jupyter for Deep Learning (Caffe, Theano, Lasagne, Keras)

dotfiles

Settings for various tools I use.

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

draw-a-ui

Draw a mockup and generate html for it

ed-lstme

eqtransformer

EQTransformer, a python package for earthquake signal detection and phase picking using AI.