dago0's repositories
Single-Index-Frechet-Regression
Julia codes for the implementation of Single Index Frechet regression by Bhattacharjee and Mueller 2023
awesome-shell
A curated list of awesome command-line frameworks, toolkits, guides and gizmos. Inspired by awesome-php.
bash-guide
A guide to learn bash
BayesByHypernet
Code for the paper Implicit Weight Uncertainty in Neural Networks
cifar-10-cnn
Learn deep learning with CIFAR datasets
conformal
Tools for conformal inference in regression
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
imylu
Pure Python implementation of machine learning algorithms
JSE
code for James-Stein for the Leading Eigenvector
MachineLearning
Machine Learning in Action（机器学习实战）
matplotlib-tutorial
Matplotlib tutorial for beginner
ML-From-Scratch
Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
python3-cookbook
《Python Cookbook》 3rd Edition Translation
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation
pyvarinf
Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference for PyTorch
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
sliced
sliced: scikit-learn compatible sufficient dimension reduction
test
Toy codes
the-art-of-command-line
Master the command line, in one page
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
weight_uncertainty
PROJECT UNDER DEVELOPMENT!